She found her mother's letter, neatly tucked inside a drawer, a list of potential buyers already scribbled on the back. Her hands trembled as she read it, the ink blurring slightly. It was the silver locket her mother had always worn, the one with the tiny, faded photograph of her father inside. A wave of heat washed over her, making her temples pound.

She threw the letter across the room, it fluttering onto the floor. The carpet felt too warm beneath her feet. Each of her breaths was shallow. This had to be a mistake. Her sister had promised it wouldn't be touched.

She wanted to scream, to rip the words from the page, to make this disappear. A vein in her forehead throbbed. This wasn't just an object; this was a piece of her mother, a tangible link to a past she now felt was being stolen.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296