He’d always known his father was…complicated. But this? This was a new level of bewildering. He shoved the crumpled letter into his pocket, the paper scratching against his skin like a persistent insect. He wanted to rip it to shreds, burn it, erase the very notion of a…*sibling*.

He grabbed his leather jacket and stalked out of the stuffy lawyer's office, the setting sun casting long, accusatory shadows. His jaw ached from clenching it so tight. The air felt thick, heavy with unspoken accusations.

He’d driven aimlessly for hours, the radio’s cheerful chatter grating on his nerves. He slammed his fist against the steering wheel, the horn blaring a discordant note. He felt a fire burning in his chest. A simmering rage.

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