The drive home was a blur. He didn't even remember the route. John found himself staring blankly ahead, the familiar surroundings seeming unfamiliar. He had spent years at this company. He thought he deserved it.

The radio played a cheerful tune, which he quickly turned off. The sound was too much. The world felt too bright, too loud. He gripped the steering wheel so tightly his knuckles were white.

He just wanted to be alone. He felt a deep, overwhelming sense of fatigue, the kind that went beyond physical exhaustion.

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