The sterile white of the hospital room seemed to amplify the clatter of the machine monitoring his vitals. Arthur hated hospitals. He hated needles. He hated weakness. And, most of all, he hated the implications of this new information. His parents, the pair who had raised him, now seemed like mere actors in a play, their love a script he had blindly followed.

He turned his head away from the concerned gaze of the nurse. Every touch, every word now felt suspect. The soft glow of the monitor's screen reflected in his eyes, a cold, hard light. He gripped the bedsheets, knuckles white, the rough fabric digging into his palms. He couldn't trust anyone.

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