From my vantage point behind the overflowing bar, I watched Ethan regale the group with tales of his adventurous life as a "marine biologist." My eyes watered. It was such a perfect, theatrical performance. The way he gestured with his hands, the dramatic pauses, the impassioned descriptions of coral reefs he’d "studied" – all so terribly, wonderfully over-the-top.

He was wearing a brand new, expensive shirt. I knew he got it with the money he had swindled from his friend. He didn't know I knew.

I almost snorted when he mentioned a recent expedition to the Galapagos Islands. The man hadn't left the state in five years. I leaned on the bar, trying to appear nonchalant, as he described his interactions with whales.

"Oh, really?" I asked. "Tell me more about your recent interactions with whales."

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