The elevator ride felt interminably long, the cramped space amplifying the tight knot in David's chest. He'd seen the sign posted in the lobby that morning. A glossy advertisement for luxury living. He felt a sharp pang of bitterness.

Back in his apartment, he looked around at the familiar, worn furniture. He was suddenly aware of every scuff on the walls, every loose thread on the sofa. Each defect felt like a mark of his own inadequacy.

He usually enjoyed a late afternoon walk in the park. But today, the prospect filled him with a weariness that went bone deep. He removed his shoes and then just slumped on the floor, staring at the peeling paint of the ceiling.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240