The metallic tang of blood filled Frank's mouth as he read the letter. The old wound, it seemed, was still tender, still raw. He crushed the paper in his fist, the edges biting into his palm. He could feel his pulse pounding in his ears.

He remembered the consequences of the past. The hurt, the feeling of being used and discarded, it all came rushing back, as sharp as the initial experience. He closed his eyes, took a deep breath, and tried to ignore the urge to scream.

He clenched his jaw, and moved to the mirror. He stared, his breath fogging the glass, at his reflection. He saw a man who had long ago learned to mask his pain, but who now saw it all exposed, again.

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