The stale air of the airplane cabin seemed to be suffocating Henry. He shifted uncomfortably in his seat, his gaze fixed on the endless stretch of tarmac outside the window. The delay was an affront to his meticulously planned schedule. He despised disruptions.

The court case. He had worked tirelessly to build the case, and now, he was stuck in a metal tube, his career hanging in the balance. Every minute that ticked by felt like a lifetime.

He closed his eyes for a moment, trying to control the sharp, familiar heat rising in his chest. When he opened them again, his face was set in a hard, unyielding expression. He reached for his briefcase, pulling out the case files. He was going to spend the time preparing, even if it was useless.

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