Sarah slammed her laptop shut, the metallic clang echoing in her otherwise quiet apartment. She pushed herself away from her desk, the chair screeching across the wooden floor. A coldness spread through her limbs, making her skin prickle. She paced the length of her living room, her hands clenched into fists. The words, *Sarah’s Secret Life: Uncensored* stared back at her from a news article she'd just read. How could someone do this?

A wave of nausea churned in her stomach. She needed air. She grabbed her coat, not bothering with the buttons, and fled the apartment, the stale air of the building immediately making her feel claustrophobic. The city, usually a source of comfort, suddenly felt hostile, its noise a constant assault on her ears. Every face she passed seemed to leer, to know.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244