Liam's chest constricted. Mrs. Gable, his art teacher, was on his Instagram. He felt a wave of heated frustration surge through him. He’d posted that sketch of her, the one where he’d given her exaggerated, cartoonishly large eyes. He’d thought it was funny. Now? He felt sick.

He gripped his phone so hard he thought he might crack the screen. He wanted to delete the picture, erase the post, rewrite the whole thing. It felt like being watched. Watched and judged, not for his art, but for the snarky teenager he sometimes was.

He slammed his sketchbook onto his desk, the sound loud in the otherwise quiet classroom. He avoided her attempts at small talk during the critique session, offering curt, single-word answers. His usually creative mind felt locked, his hands clumsy. He hated her, not in a literal way, of course. He just wished she hadn't… invaded.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296