He stared at the hospital room door, the sterile white paint reflecting his own grimace. His father lay inside, frail and weak. And the woman, his *other* daughter, stood by the bed, her hand resting on his father’s. A scene of…peace? Harmony? It was nauseating.

He had spent his whole life trying to earn his father's attention, only to learn he had someone else. Someone who had probably received all the love and affection he deserved. He felt a bitter taste in his mouth.

He crossed his arms, his posture stiff and defensive. He would not be intimidated. He would not be sidelined. He would make sure his father knew he was here, too.

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