She saw the listing pop up, a bright red alert in her email. The subject line, “Your Old Family Home,” vibrated with an unwelcome energy. Her chest constricted, a knot forming in the center of her ribcage. She inhaled, trying to take a deep breath to calm the discomfort.

The photos, all sharp angles and staged furniture, sent a shiver through her. Gone were the familiar imperfections, the chipped paint, the worn porch swing that had held countless summer evenings. Now it was just… *that*.

“Damn,” she muttered, her voice a low growl. She wanted to scream. She wanted to burn the screen. She didn’t know which would feel better.

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