Eliza ran a hand through her hair, a gesture that was more frustrated than thoughtful. The university's website now featured her application essay. It was an essay about her love for classic literature and the joy of reading. Now, it was a piece of marketing material.

She didn’t feel the warmth of pride; instead, she felt an unfamiliar chill. She thought of the countless students who would be reading the intimate details she had shared. Her voice felt trapped in her throat.

She spun away from the screen, walking to the window. The world outside seemed brighter, yet the sunlight offered no comfort. She felt a growing unease, an unsettling feeling she couldn't quite name, as if she'd been robbed of something.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217