Rain lashed against the windows, mirroring the tempest brewing inside Mark. He'd found it tucked under the mattress: Sarah’s list. He’d flipped through it, each item a fresh stab. "Learn to speak Italian." "Take a pottery class." "See the Northern Lights."

He paced the length of the living room, a restless lion in a gilded cage. She wanted to *learn Italian*? After ten years of him patiently, persistently, teaching her rudimentary Spanish? The betrayal was a physical ache, a knot in his stomach.

He grabbed his phone, ready to confront her. He’d rehearse the words, the accusations, the cold, hard truths. Then, he hesitated. Put it down. He walked back to the bedroom, picked up the list, and ripped it in half.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256