The fire crackled merrily in the hearth, its warmth a stark contrast to the icy fury that gripped him. He held the letter aloft, the flame casting dancing shadows on the carefully worded prose. The letter, addressed to his estranged wife, was filled with desperate pleas for understanding, for a second chance. He hadn't sent it, and now he was glad.

He read the words again, each syllable a reminder of his vulnerability, of the weakness he had shown. He had bared his soul, and she had ignored it. He balled the letter in his fist, crushing the paper until it resembled a small, angry ball. He then walked over to the fire and dropped it into the roaring flames.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260