The chipped mug slammed onto the counter, the force making the already unstable stack of dishes wobble precariously. "Are you KIDDING me, Mark?" Sarah’s voice was a tight wire, stretched to the point of snapping. "A hamster? In this apartment? We barely have room for ourselves!"

Her fingers clenched into fists, nails digging into her palms. The sheer audacity of his suggestion, after all their discussions about responsible living, about shared space and mutual respect, was… well, it was something. Something that made her temples throb with a dull, insistent ache.

Mark shrugged, completely unfazed, and continued to meticulously peel a banana. "Come on, Sarah. What's the big deal? It's just a tiny, little…" He trailed off, wisely deciding not to finish the sentence.

The fluorescent lights of the kitchen seemed to pulse, matching the erratic rhythm of her heart. She wanted to grab the banana and hurl it across the room. She wanted to scream. Instead, she took a shaky breath and pointed a trembling finger at the calendar.

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