The email icon blinked, a malevolent little cursor, taunting her. Clara felt a strange, buoyant sensation in her chest as she clicked to open it. Rejection. Of course. The letter was a tapestry of polite regret. She let out a snort, which immediately transitioned into a little snicker.

She rose from her chair, the sudden movement causing her to nearly trip over her own feet, and started pacing the cramped confines of her apartment, humming a jaunty tune. The sun was streaming through the windows, making dust motes dance in the air.

She stopped at the bookshelf, grabbed a well-worn copy of “Moby Dick”, and flung herself onto the sofa, already imagining the sequel that would leave her current publisher eating their words.

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