The air in the garage hung heavy with the smell of gasoline and old car parts. John, trying to fix a leaky faucet, felt leaden and slow. He could barely focus on the task at hand. The world just seemed…flat.

He found a folded piece of paper in his wife, Lisa's, purse. A bank statement. Her name. The balance stunned him. It had been years since he saw such a number.

He recalled Lisa’s constant complaints about being short of money, her anxiety about his expensive hobbies. The resentment welled up, bitter and corrosive. He felt a hollow, echoing sensation in his stomach.

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