He stared at the glowing screen, the damning words of the critic reflecting in his weary eyes. Chef Marco slumped against the wall of his tiny apartment, the city lights blurring through the rain-streaked window. The vibrant, chaotic energy of the city, which he usually found invigorating, now seemed to mock him with its relentless pulse. A dull ache throbbed behind his temples.

He ran a hand through his already dishevelled hair, the sensation of his fingers tangled in the strands oddly comforting. The thought of facing another service, another round of meticulous plating and intense scrutiny, was utterly crushing. All his passion, the years of dedication, felt suddenly hollow. He could barely bring himself to eat the stale bread on his kitchen counter.

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