The plate slipped from Leo's nerveless fingers, shattering on the polished floor. He stared at the mess, the remnants of his carefully crafted duck confit now a greasy heap. The sous chef, usually jovial, just looked at him with an unreadable expression. Leo cleared his throat, the sound rough and strained. The critic's review played on repeat in his mind, each scathing sentence a hammer blow.

He bent to clean the shards, his movements clumsy. It wasn't just the words themselves, it was the implication, the dismissal of his skill, his passion. He had worked tirelessly, honing his craft, sacrificing everything for his art. Now, it felt like it had all been for nothing.

He straightened, feeling a dull ache in his shoulders. He couldn't face the staff, the disappointment in their eyes would be too much to bear. He needed to get away, to be alone with his shame.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229