The email sat in the inbox, a digital taunt. Elias clicked on the Ancestry.com notification, his fingers tapping a restless rhythm against the desk. He hadn't expected anything, just a curiosity fulfilled. Now, a cascade of unfamiliar names, a half-sibling in Iowa, and a line that read "Your biological parents have been identified." His jaw clenched. He felt a creeping heat in his chest, a pressure behind his eyes.

He stood abruptly, knocking over his coffee cup. He didn’t bother to clean the mess, the dark stain spreading across the pristine white carpet mirroring the stain that had appeared on his perfect life. He stalked towards the window, the city lights below seeming to mock his sudden displacement. His meticulously curated apartment, the embodiment of his control, felt like a cage.

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