The sunlight slicing through the dusty windows of the old Victorian house felt oppressive. Amelia threw the bucket list onto the mahogany table with a resounding thud. Each item was a fresh stab. *Learn to speak French.* *Write a novel.* *Fall in love.* It was all so… *unachievable* for her mother.

She paced the room, her hands clenching and unclenching. The house, usually a source of comfort, now felt like a cage. She couldn't breathe. Her mother, the woman who’d spent her life putting everyone else first, had secretly yearned for more. Why hadn't she?

“Complete a marathon,” she muttered, her voice thick with emotion. The words caught in her throat. She kicked a decorative footstool across the floor, the sound echoing in the silent house. The injustice of it all was almost too much to bear.

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