The card was a smear of floral vomit on the pristine white of her mailbox. Eleanor snatched it with a practiced, irritable flick of her wrist, nearly ripping the cheap paper in two. *Another one.* Like a festering weed, these things always sprouted up, uninvited, unwelcome. Her lips curled as she examined the generic, pastel design: a cluster of balloons, sickeningly cheerful.

“Honestly,” she muttered, her voice tight, “who even bothers anymore?”

She could feel the familiar prickle of annoyance crawling up her spine. The unsigned card, of course. Always unsigned. The anonymity was almost worse than the gesture itself. It was the coward's way of… of what? Wishing her well? Condescending? She crumpled the card, aiming for the overflowing trash can and missing by a good three feet.

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