The click of Sarah's heels seemed to pierce the morning calm. The open-plan office echoed with the sound. She felt a growing unease. They had assigned her to show the new person, Jessica, the ropes. Jessica was bubbly and full of questions.

Sarah retreated further into herself. She was irritable. The air conditioning was too low. Each request for clarification from Jessica brought a fresh wave of that feeling – a clenching in the gut and a desperate urge to be alone. She found herself snapping at Jessica, her voice sharper than intended. She focused intensely on the screen, feeling the glare against her forehead.

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