The relentless drone of the traffic grated on Marcusโ€™s nerves. He clutched the crumpled flyer advertising a new, pointless job opening. Another dead end. He felt like he was wading through treacle, each step an excruciating effort. He'd walked into a little nook and he kicked at some garbage that was in the way.

He stared at the object he had kicked. A brown leather wallet. Inside, a dizzying amount of money. Enough to disappear, to start over, to finally breathe. The possibilities exploded in his mind โ€“ a vacation, a new apartment. Escape from the endless grind.

He traced the outline of a picture on the wallet's ID. A woman and a child. A sudden ache, a pang of something akin to guilt, twisted in his gut. The easy option was staring him in the face, but he was at an impasse.

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:
๐Ÿ˜ž0.398
S0.348
โ€™0.325
ness0.320
ๆ— ๆณ•0.308
Suppressed:
de-0.297
l-0.256
๐Ÿ‘-0.251
sonra-0.240
aud-0.240