The coffee shop was too loud, the chatter of the other patrons grating on his nerves. He felt a constant sense of unease, a pervasive feeling of… weariness. He’d promised to look at his grandfather's belongings. He knew he should.

He pulled a box down from the shelf, its contents spilling onto the table. A typed letter, carefully folded and tucked between a worn dictionary and a faded photograph. It was a letter of resignation. Dated from years ago.

His grandfather, the man who seemed to have everything, had also struggled. The words stirred something deep inside him. He felt… hollow, the coffee suddenly bitter. He pushed the box away, the task now seeming insurmountable.

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