He found the office building utterly pathetic, a drab, glass-and-steel cube that mirrored his own current mood. The receptionist's forced cheerfulness grated on his nerves. He hated it. He ran a hand through his hair, a gesture he had to consciously stop himself from repeating. This entire charade felt ridiculous. Coming here, to *him* of all people. It was an admission of weakness.

He stared at the blank, off-white door, the little brass nameplate. *Ethan Reynolds, LCSW.* A tremor ran through him. He knocked, the sound echoing unnaturally loud in the sterile hallway. He was going to wipe that smug look off his face.

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