The email notification popped up, mocking in its bright blue. "Your teenage diary has been featured on..." The subject line was saccharine; the sender, a local news blog she'd never heard of. She felt a familiar prickle of annoyance at the intrusion. She should have known, she reasoned, that something like this would happen eventually.

She clicked the link, her stomach churning. The layout was atrocious, a dizzying array of neon colors and flashing ads. But the words, her words, stood out in stark clarity. Her adolescent romantic fantasies, the self-pitying poems, were all there.

She leaned back in her chair, a sigh escaping her lips. "This is ridiculous," she muttered, her voice devoid of any real emotion. She took a deep breath. She decided to go make a cup of tea.

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