The elevator car seemed to shrink with each ascending floor. Liam stared at the numbers ticking up, the metal walls reflecting his tired face. The flyer clutched in his fist felt like a brick. He had envisioned himself staying in this building forever. He loved the old charm of the structure, the way his neighbors seemed like a community, the location.

The thought of moving felt like an unbearable weight. He imagined the mountains of paperwork, the endless apartment hunting, the daunting financial burden. He got out on his floor and dragged his feet.

He unlocked his door and went in. The apartment felt smaller than usual, darker. He felt a wave of nausea wash over him.

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