The flickering fluorescent lights above cast a strobe-like effect on Beatrice’s face, making her already-wide eyes seem even larger. She bit back a giggle, the urge to start singing a show tune bubbling in her chest. Kevin, her coworker, was attempting to pry open the elevator doors with a pen. “Well, this is going to be a story, isn’t it?” she finally said, her voice laced with an undeniable lightness. She leaned against the cold metal wall, a smile playing on her lips.

Kevin grunted, continuing his efforts. Beatrice took a deep breath, the stale air thick with the scent of old carpet and something vaguely metallic, and let it out as a soft chuckle. She pictured the expressions on their boss's face when they finally emerged, three hours late for the afternoon meeting. The mental image of it was enough to make her want to burst out laughing.

She pulled out her phone, deciding to document the entire experience. A selfie, a video of Kevin’s Herculean efforts… this was pure gold for her social media feed. The world would never know. She could practically hear her friends chattering, imagining their laughter.

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