The rain lashed against the windows of the bar, mirroring the chaotic mix of emotions swirling inside Ben. He’d just spotted his girlfriend, Sarah, deep in conversation with a man who bore an uncanny resemblance to… himself. The man was regaling her with a tale of his 'unparalleled' passion for vintage comic books – a story he’d spun for Ben just the previous night. A chuckle escaped him, rising in his throat.

He waved down the bartender, ordering a double shot of something strong. He felt… buoyant. He approached the table.

"Fancy seeing you here, mate," he said to the look-alike. "Enjoying the chat about the Silver Surfer? She's quite the expert, you know. Knows all the variants." His tone was smooth, almost conversational. The expressions of shock on both their faces were priceless.

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