The hum of the office felt like a relentless drill to Samuel. The faces of his coworkers, normally familiar, seemed distant and blurred. He had lost his drive; each day was a struggle to get through. He felt disconnected from the world and was increasingly isolated. He was distracted when he opened the mail. The letter was from someone he had tried to forget.

It held an apology for a betrayal. A forgotten event from his youth. The words, filled with remorse, forced him to confront the pain he had buried. The color drained from his face as he read it, his breath coming in shallow gasps. A wave of nausea washed over him, and he had to grip the edge of his desk to steady himself.

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