The aroma of freshly baked bread from the bakery down the street usually lifted her spirits. Today, however, it only intensified the ache in her chest. A 'D' on the final project. It felt like a punch to the gut. The world was cold.

She trudged towards her apartment, her feet dragging with each step. The familiar buildings, the bustling streets, seemed to mock her, to judge her. Each step was a challenge. Her eyes stung with tears, blurring her vision.

She fumbled with her keys, her hands clumsy and uncoordinated. Once inside, she collapsed onto the couch, curling into a ball, and pulling the blanket over her head, wishing the world would just stop.

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