The coffee tasted like ash. Liam found himself staring at the unfinished report on his desk, the words refusing to coalesce. The news of the acquisition had settled upon him like a shroud. The future felt bleak.

He didn’t return the smile of a colleague who greeted him. He went straight to his desk, the fluorescent lights seeming to pulse in time with a dull ache behind his eyes. He felt a deep sense of resignation.

He rubbed his temples, trying to clear his head, but it was no use. He felt like he was slogging through quicksand. His ambition felt crushed under a weight of uncertainty. He longed for the end of the day.

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