"Uninspired." That was the word, like a viper’s strike, in the headline. Chef Kenji slumped against the stainless steel of the prep station, his usually vibrant workspace now a stark, metallic prison. His eyes scanned the article again and again, each brutal sentence a physical blow.

His hand instinctively reached for his apron, finding the familiar feel of the fabric a small comfort. The kitchen, usually a space of organized chaos, now appeared overwhelming. The chefs and cooks, heads bent over their work, seemed to be moving in slow motion. He felt disconnected, as if observing a distant play.

He looked at his hands, the instruments of his craft, usually stained with the evidence of his labor, felt foreign, almost alien. The criticism, delivered with such elegant cruelty, had silenced the internal music that fueled his creativity. He let out a shaky breath, the air around him thick with the unspoken.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238