The crayon snapped in Clara’s hand, the sharp crack echoing in the quiet playroom. She glared at the drawing her niece, Lily, had just finished. A stick figure, impossibly thin and with mismatched button eyes, stood next to a sun with a toothy grin. *He’s back,* the voice in Clara’s head hissed, the same voice that had plagued her as a child. A knot formed in her stomach, heavy and uncomfortable.

Lily, oblivious, chattered on about “Bumbles,” the name she’d given the drawing. Clara forced a smile. The small talk felt like needles scraping against her skin. She needed to escape, to be away from this reminder of a past she desperately wanted to bury.

Clara abruptly stood, nearly knocking over a stack of building blocks. "I need to... make a phone call," she mumbled, her voice tight. "Be right back." She practically fled the room, the image of that grinning stick figure seared into her mind.

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