"Seriously?" Leo asked, his voice barely a whisper. He reread the email: *...we've decided to move forward with other candidates...*. He’d put everything into this audition, into this chance to star in the school play. He’d rehearsed his lines until they were etched into his brain. He'd poured his soul into the character.

He balled the email into a tight fist, the paper crumpling under the pressure. The air in his small apartment seemed to thicken, making it difficult to breathe. The rejection was like a physical blow, a dull ache in his gut.

He wanted to scream, to smash something. He wanted to understand how anyone could think *they* were a better choice. The audition had been his, right? He deserved this.

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