The late afternoon sun cast long, skeletal shadows across the living room. Sarah sat curled on the sofa, the remote control a useless weight in her hand. Channel after channel flickered past, none of them holding any appeal. A dull ache throbbed behind her eyes. She hadn't felt like this in… well, a long time. The house felt too quiet, the silence pressing down on her like a physical burden. She sighed, a small, deflated sound. Thinking of the bills and the rising cost of groceries, she decided to check the online bank statements, and that's when she saw it - a separate account, listed with her husband’s name only. Her breath hitched.

The numbers blurred before her, each digit a tiny stab of bewilderment. Why hadn’t he mentioned this? A surge of something unpleasant, akin to a cold trickle down her spine, made her sit up a little straighter. The balance was substantial.

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