The restaurant was too loud. The clatter of cutlery, the boisterous laughter, the background music – it all felt like an assault. He could barely taste the food.

He had tried to sound excited for Sam, as he had explained how the interview had gone. He failed. The news had been like a blow to the gut. He could feel it in his stomach.

Sam was describing the next steps, her voice brimming with enthusiasm. He found himself nodding, trying to look engaged. He just wanted to go home.

"You okay, man?" Sam asked, a flicker of concern in her eyes. He couldn't answer. He just picked at the food.

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