The world outside felt muted. The sky was the color of dishwater, and a persistent drizzle coated everything with a sheen of melancholy. Sarah couldn't shake the persistent tiredness that clung to her. She was supposed to be clearing out her childhood bedroom after her mother’s passing, but the task was proving a monumental challenge.

She sat on the floor, surrounded by piles of clothes and forgotten toys. Her eyes landed on a large trunk, tucked away in the corner. Curiosity, and perhaps a need to procrastinate, finally prompted her to open it. It was a treasure trove of the past.

She found it then. A smaller box overflowing with files, each meticulously labeled with her name and a grade. Every homework assignment, every art project, every poorly written book report. A wave of a particular sensation swept over her, a deep and dragging feeling. She slumped back against the trunk, the weight of the past pressing down.

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