The attic air hung thick with dust and the ghosts of moth-eaten memories. Eleanor flipped through the brittle pages of the forgotten trunk, her nose wrinkling at the scent of decay. Then, she saw it: a crisp, cream-colored envelope bearing her mother’s elegant script. Inside, a typed letter, a formal note of departure from her mother's long-ago role at the bank. Eleanor let out a huff, her lips twisting. Another carefully constructed performance, she thought, another piece of the perfect facade.

She scanned the words, a slow burn rising in her chest. All that polite language, all that manufactured sincerity, for a job she'd constantly complained about for years. The hypocrisy practically vibrated off the paper.

The letter ended with a flourish. "I wish you all the best." Eleanor scoffed. *Best*? Mother had barely tolerated the staff, gossiping about them for years. She tossed the letter back into the box, the sound echoing in the silent space. Utter nonsense.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242