The ceramic mug slipped from Margaret’s trembling hands, shattering against the kitchen floor. Coffee, scalding moments ago, now spread in a dark, staining pool. Her brother, Thomas, stood across from her, a serene smile plastered across his face as he announced he was joining the Baha’i faith. That smile. That damnable, beatific smile.

“Are you even listening, Maggie?” he asked, oblivious, his voice soft and placid.

She glared at him, fists clenched, nails digging into her palms. “Listening? I’m listening to you dismantle everything! Our family, our traditions, everything we shared around that Thanksgiving table!” The words escaped in a strangled gasp.

The scent of spilled coffee mixed with the stale air of the room. She wanted to scream, to lash out, to make him understand the betrayal. Instead, she turned and marched into the living room, slamming the door behind her with a force that rattled the picture frames on the walls.

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