The email had been a bolt from the blue. "Therapist Referrals" it stated. And then, at the bottom, “Recommend: Brenda Peterson.” The name sent a wave of… something… across Mark's face. He snorted, a brief, sharp sound. Brenda Peterson, the girl who used to delight in tripping him in the cafeteria, now a licensed therapist. What a twist of fate.

He decided to go, purely for the experience. He imagined the scene: Brenda, trying to maintain composure as he recounted his "childhood traumas." His hands, usually steady, felt fidgety as he waited. He drummed his fingers on his knee, a small, barely controllable vibration.

The session started with a polite greeting from Brenda and then quickly devolved from there, for Mark. He found himself smiling, a slow, deliberate widening of his lips as he saw the expressions on Brenda's face. He knew he was being difficult, probably testing her boundaries. He'd never felt so at peace.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. 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 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403