He’d almost forgotten. Michael stared at the letter, its weight strangely oppressive. It was a phantom, the reminder of a hurt he’d long tried to bury. He'd done his best to put the incident in the past and move on.

The letter lay on the table, as if it was sneering at him. The betrayal, the damage, the way they'd all turned against him…it all came flooding back, sharper than ever. He grabbed his coat, pulled it on quickly and jammed his hands into the pockets.

He needed to be outside, to breathe the air, to dispel the feeling of being trapped. The city noise, the bustle of the crowds, seemed to mock his feelings. He walked with a purpose, each step filled with resentment.

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