The fluorescent lights of the accounting department seemed to hum a song of endless spreadsheets and predictable routines. Amelia dragged her feet as she walked toward her new desk in marketing. Her shoulders slumped, and she felt a dull ache behind her eyes, a constant pressure.

She barely acknowledged the quick introductions, offering only a murmured response as she set down her box. It felt heavier than it should, weighted down with the unspoken disappointment of a career detour.

The bright colors of the marketing posters felt jarring, a stark contrast to the muted tones she was used to. Even the clatter of keyboards and the upbeat chatter felt distant, as if filtered through a thick pane of glass.

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