The sunlight seemed to mock Clara as she sorted through the boxes. The attic was a sauna, and the air hung heavy with the smell of forgotten things. Her mother, ever sentimental, had instructed her to "relive the past." Relive? She’d rather not.

She found a particularly embarrassing collection of glitter-covered holiday cards, each one overflowing with childish scribbles and misspelled words. A flush crept up her neck.

Clara came across a drawing of herself, a stick figure with a giant head and disproportionately large eyes. The accompanying note from her teacher said, "Needs improvement." That note, from thirty years ago, still stung.

She let out a frustrated sigh, her shoulders slumping. This was not the reunion with her youth she had envisioned. She wanted to scream.

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