"Is this some kind of joke?" Leo's voice was barely above a whisper, though it vibrated with suppressed force. He held the printed pages in his trembling hands, the ink smudging under his sweaty palms. He’d found them tucked away in a drawer, the title, "My Dearest Eleanor," promising a love story that was, in reality, a scathing dissection of their life together.

He looked at Eleanor. She sat across the table, oblivious, sipping her tea. He wanted to throw the pages at her, to scream, to lash out. He wanted to know how she could be so deceptive.

He took a shaky breath. "Did you… did you write this?" The question hung in the air, heavy and laden with unspoken accusations. He watched her, a hawk watching its prey, waiting for her reaction. He could feel his pulse throbbing in his temples.

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