The music was loud, the room was packed, and David felt his temples begin to throb. He found himself drawn to the window, gazing out at the night. The city lights twinkled, a distant, indifferent spectacle.

The speech was ready, but the thought of reciting it made him want to bolt. The rehearsed phrases felt like a script, devoid of genuine emotion. He felt disconnected, as if looking at a picture of himself.

He stared at his reflection in the glass, a stranger staring back. He felt a coldness creep into his bones, a chilling awareness of the endless expanse of time. The party, the celebration, seemed to amplify his sense of isolation.

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