The dinner party was in full swing, a symphony of clinking glasses and boisterous conversation. Liam surveyed the scene from the kitchen door, watching his wife, Elena, navigate the crowded room with effortless grace. She was a social butterfly. It was just another normal night.

Then, he heard it. A quiet utterance, almost lost in the din. Elena, mid-sentence with some guests, had slipped in a phrase he recognized, using a tone that was very practiced, and perfectly fluent. He blinked, trying to process it.

He pushed off from the doorframe, a slow grin spreading across his face. He made his way into the living room, heading towards Elena. He gently took her hand and leaned down, whispering in her ear, "Well, *that* was unexpected. So, what secrets are you keeping from me?"

Elena blushed, and smiled.

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