The dirt clinging to his boots, Leo studied the box, a smirk playing on his lips. His younger self's attempt at posterity. How predictable. He ran a hand through his hair, a gesture that spoke of weary resignation.

He wrenched open the lid, revealing a collection of CDs and a crumpled movie ticket. Music and film. Such cliché. The world spun. He didn’t want to be here.

The selection of music was appalling, filled with screeching vocals and awful guitar solos. He tossed it back in, the gesture conveying his utter lack of interest.

He picked up the movie ticket, a romance he had apparently enjoyed. The irony was almost too much to bear. He dropped the ticket into the box and slammed it shut, the sound harsh and final.

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