Dust motes danced in the single ray of sunlight piercing the dilapidated shed. Amelia kicked at the rusted metal of the recovered time capsule, a small, dented box. She didn't recognize the handwriting on the masking tape: “To Future Self! (Good luck, loser!)” Her jaw clenched. Years of digging through family history, tracing her lineage, and this was all she had?

Her fingers twitched as she pried open the lid. Inside, nestled amongst a few yellowed newspaper clippings and a pet rock (seriously?), was a crudely drawn stick figure captioned, “Amelia, the Dumbest.” She slammed the lid shut with a resounding clang, the shed's flimsy walls shaking. Her chest felt tight, constricted. She turned on her heel and marched out, leaving the capsule and its contents to the oblivion of the dusty floorboards.

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