The eviction notice, creased and slightly dog-eared, sat in the center of the cluttered coffee table. David circled it, his shoulders shaking slightly. A wave of effervescent energy coursed through him. The landlord, a man known for his rigid adherence to rules, had finally reached his limit.

"Oh, this is too good," he whispered, a smile splitting his face. He imagined their future conversations. The possibilities were endless! He quickly grabbed his phone and started composing a particularly outlandish email.

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