The news hit him like a punch to the gut. The weight of it settled in his stomach, a heavy, cold stone. He had worked so hard, all those late nights, all the sacrifices. Now, Dr. Jones was abandoning his post.

He leaned back in his chair, staring at the ceiling. The office, usually a place of comfort, now seemed hostile and unwelcoming. He balled his fists, the anger burning in his chest.

“Unbelievable,” he hissed, the word a venomous whisper. He felt a sudden urge to break something, to shatter the tranquility of the room. He resisted, barely.

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