The email, the blasted email, just sat there on Clara's screen, taunting her. “So sorry, babe, have to reschedule. Something came up.” It was from "Mark." She'd been looking forward to this museum visit all week. And *then* she saw the photo. A photo of "Mark" and another woman, standing in front of the exact same museum, the same day.

Her vision blurred. She felt a pressure building in her chest, a suffocating weight. She spun around in her chair, seeking a distraction but finding none. Everything in her apartment seemed to mock her. The expensive perfume he had brought as a gift. The photo she'd taken of them at the beach.

She took a deep breath. She reached for her phone. She would call.

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