He’d said he was staying late at the office again. She'd been starting to feel like she was losing her mind. But the phone call, overheard from the bedroom, had changed everything. The hushed tones. The laughter. The endearments.

Now, she stood in front of his car, which he thought was safely parked in the garage. His phone was sitting on the dashboard, the screen dark. She yanked open the door.

She reached in, and picked up the phone. She knew the passcode. The anger was a physical force, tightening her chest. She scrolled through the contact list, her breath coming in ragged gasps. The car felt like a furnace.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256