The news arrived in a plain, rectangular envelope. Mark, who was sitting in his garden, ripped it open with an almost theatrical gesture, a dramatic flourish that was completely unnecessary. The contents were, as expected, a resounding "no." His eyebrows shot up.

He leaned back, his chair creaking under his sudden weight shift. He let out a long, slow whistle, a sound that seemed to whistle away the rejection.

He picked a ripe tomato off the vine, bit into it with gusto, and spat the seeds onto the ground, already planning his revenge. "They'll see," he declared to the tomato plant.

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