The weight of the phone in her hand felt oppressive. Emily had just told him, in a hurried phone call that he almost missed, that she was leaving. He stared at the screen, the notification of the call still there. She was gone.

He hung up, the silence of his apartment amplifying the sharp, angry beat of his heart. The living room, usually a source of comfort, now seemed like a prison. He kicked at a stray shoe, the action a release for the torrent of feelings welling up inside.

He grabbed his keys and stormed out of the apartment. He needed to be away from everything that reminded him of her. He got into his car and sped off without direction, the familiar streets suddenly unfamiliar and hostile.

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