Rain lashed against the windows, mimicking the agitated rhythm in Leo's chest. He stared at his laptop screen, the glow reflecting in his tired eyes. He hadn't showered in two days and the remnants of a pizza sat congealing on his desk. He hadn't been this way in a long time. The familiar ping of a message from "StardustDreamer" snapped him from his stupor. It was her, as always.

He felt a vague tremor of something he couldn't name as he read her latest message: "Just saw a movie at the Galaxy theater... it was pretty good!" He found himself staring at the address of the theater, a place he knew intimately. It was a five-minute walk from his apartment. He knew she lived in the city, but never truly considered the proximity.

He slumped back in his chair, a heavy weight pressing down on his shoulders. He considered the idea of going out, of maybe meeting her. But the effort seemed immense. He couldn’t. He just couldn't. He knew he'd only ruin it. He typed a quick reply, a perfunctory nod, and closed the laptop, the screen going dark, leaving him alone in the dim light.

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