The air in the apartment felt thick, stagnant. David paced the length of his living room, his footsteps muffled by the worn carpet. He kept re-reading the notice. Condos. It was a word that felt like a sentence, a final judgment.

He stopped, pressing his forehead against the cool glass of the window. The city sprawled before him, a glittering tapestry of lights and movement, but he felt utterly detached, as if viewing it from behind a pane of frosted glass. He felt like his life was in a rut, and there was no way out.

He ran a hand through his hair, a gesture of frustration and helplessness. The thought of negotiating with the landlord and then all the other problems… it just seemed to be too much.

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