He held the letter between his thumb and forefinger, as if it were contaminated. The very sight of it filled him with a vague sense of unease. “Dearest Elizabeth,” he read, his voice flat. He was certain this was a sign of impending doom.

He’d found it tucked inside a copy of *Wuthering Heights*, a book that now seemed ironic considering the current state of his relationship. He scanned the flowery prose, the breathless declarations of affection. He scoffed under his breath.

He tossed the letter onto the coffee table, the gesture abrupt. He didn't want to think about it. The past, in his opinion, was best left undisturbed. He turned his attention to his phone, scrolling through emails with a distracted air.

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