The press release arrived in Sarah's spam folder. “We are delighted to announce the success of Ms. Bethany Thorne’s latest breakthrough…” Sarah scanned the words, her eyes narrowed. The report detailed her research, every painstaking experiment, every late night spent hunched over a microscope. *Bethany Thorne.*

Her fingers instinctively tightened on the mouse, her knuckles white. She pictured Bethany, sipping champagne, attending conferences, building a career off the back of *her* labor.

A wave of nausea washed over her. She swallowed hard, forcing the bile down. She considered writing a strongly worded letter to the university president, detailing the blatant plagiarism. Instead, she deleted the email, the action cold and decisive, leaving her with a hollow feeling of resignation and simmering resentment.

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