He’d taken a step back, and the world had shifted. Chef Ronan felt the weight of the assessment like a physical blow. He stood in the middle of his spotless kitchen, the familiar tools and equipment now alien and cold. The usual comforting aromas of garlic and herbs were replaced by a metallic tang of dread. His stomach churned.

He tried to force down a bite of his own cooking, the once-proud dish now tasting like ashes in his mouth. He couldn’t. The thought of another day, another attempt, seemed like an insurmountable challenge. His hands felt leaden, his movements clumsy. All the passion that used to fire him had been extinguished.

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