“Please have a seat.” The voice of Mrs. Henderson, his childhood tormentor, directed him to a leather armchair. The room itself was unremarkable, filled with the usual therapist accoutrements. As she began her introduction, a sense of lightness came over Oliver. He sat up a little straighter. The urge to burst out laughing was powerful, but he controlled it.

He thought back on all those times he'd been ridiculed by Mrs. Henderson. He'd dreamed of seeing her in a bad light. Now she sat opposite him, offering to give him advice. He ran a hand through his hair, trying to stay calm.

“Now, Oliver,” she said, her voice still sharp, though laced with a professional veneer, “what brings you here today?”

He leaned forward slightly, his eyes sparkling. "Well, Mrs. Henderson," he began, his tone carefully neutral. "I have a few… unresolved issues." His smile was widening. This was going to be therapeutic, indeed.

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