The house seemed to shrink around him, the air thick with unspoken things. He stared at the list, the pen strokes shaky and uncertain. *Write a book.* *See the pyramids.* *Fall in love.* The list felt like a mockery. His grandmother, always so reserved, had all these hopes?

He slammed his fist on the table, the force rattling the dishes. He wanted to obliterate everything. The silence of the house was now a palpable entity.

He stood abruptly, kicking the chair out of his way, and stormed out, the list still sitting on the table, a testament to what he felt.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285