Maya trudged through the crowded marketplace, the vibrant stalls and bustling crowds offering no solace. She clutched the faded photograph in her pocket, the edges worn smooth from countless touches. It was a picture of her and Liam, children with scraped knees and mischievous grins. She'd found him working behind a book stall and, heart leaping, had rushed over. He'd looked at her blankly, politely, and then shrugged, as if he'd never seen her before.

The scent of spices and sizzling food usually lifted her spirits, but today, they were just another assault on her senses. She felt a profound weariness settle over her, making each step an effort. Her shoulders slumped, and she found herself staring at the ground, tracing the lines in the cobblestones. The world felt muted, a watercolor painting washed of its color.

She stopped at a stall overflowing with brightly colored flowers, momentarily mesmerized by their beauty. Yet, even the vivid hues didn’t touch her inner darkness. She wanted to disappear, to melt into the anonymity of the crowd. The photograph felt like a heavy stone in her pocket, a constant reminder of the chasm between the past and the present.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259