The attic air hung thick and dusty, coating Eleanor’s skin in a fine layer of grit. She clutched the yellowed envelope, her knuckles white. *To Mother,* it read, scrawled in her teenage hand. A giggle escaped her lips, a sound that held no mirth. The audacity! Years later, and her mother was still, somehow, capable of inciting this ridiculous pilgrimage into her past.

She ripped the letter open with a savage tug, the brittle paper tearing easily. The childish script swam before her eyes. “Dear Mother,” it began, and Eleanor groaned inwardly. The presumptuousness of youth, the utter lack of self-awareness.

Her eyes skimmed the words, each sentence a fresh offense. The young Eleanor, filled with indignant pronouncements about fairness and understanding, sounded insufferable. She tossed the letter onto a pile of forgotten things, a dismissive flick of her wrist. The past, she decided, deserved to stay buried.

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