The attic air tasted of dust and abandonment, just like the life Mom had led, judging by this stupid, dog-eared notebook. Sarah slammed the attic door shut, the latch rattling with the force of her movement. A bucket list? Her mother, a woman who’d lived a life defined by beige wallpaper and microwave dinners, scribbled dreams onto a legal pad? It was a sick joke.

She ripped the first page out, the paper tearing raggedly. "See the Northern Lights." *Northern Lights?!* Mom had barely seen the neighbor's prize-winning petunias. Fury coiled in her stomach, a tight knot.

Her fingers trembled as she continued reading. "Learn to play the guitar." *Guitar?!* The woman couldn't even manage to bake a decent cake. Another page met a similar fate, crumpled and tossed into a growing pile on the dusty floor. It was all a lie, a cruel testament to a life unfulfilled, and it was twisting her gut.

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