The notification popped up: "Mark Hanson sent you a friend request." Sarah’s fingers, normally quick to tap and scroll, froze above the screen. Her stomach churned, a cold wave washing over her.

She physically recoiled in her chair, as if a noxious odor had suddenly filled her small apartment. The request sat there, a digital leech clinging to her social media feed. She felt a need to scrub her hands with soap, even though she hadn't touched anything.

Sarah mumbled to herself, "Mark Hanson." It felt like a curse, the name a bitter taste on her tongue. It brought back a time of playground taunts and stolen lunch money. She shuddered, wanting to erase it all.

Emotion: disgusted

Cluster: Anger / Hostility
PC1 (Valence): -2.35 Negative
PC2 (Disposition): 0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.476
S0.350
🤮0.326
vom0.310
vom0.300
Suppressed:
de-0.521
own-0.356
la-0.301
Благо-0.278
unwavering-0.270