"Absolutely dreadful," the critic had written of his signature duck confit. Chef Marco slammed the newspaper onto the prep table, the sound reverberating through the small, cramped kitchen. His assistant, Leo, flinched. The normally jovial chef was now a tight coil of suppressed anger.

Marco barked an order to Leo, his voice sharp and brittle. He paced the length of the kitchen, his hands clenched into fists. He kept muttering under his breath, repeating the critic's criticisms.

He finally stopped, leaning heavily against the counter. His face was flushed, his jaw tight. He closed his eyes, taking several ragged breaths before abruptly turning and striding out of the kitchen without a word.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242