The sterile waiting room offered no solace. Michael’s hands fidgeted, picking at the loose threads on his jeans. The test had been ordered by a court, a formality. He had always known he was adopted, but the specific details were sealed. Now, the results were in. The face of the social worker, usually so placid, now seemed to twist with a secret knowledge. The file lay open on the desk. He felt a sudden, sharp pain in his chest, a sensation of being stabbed. He wanted the truth, every horrible detail, right now.

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