amused - Story 4251 | Emotion Vectors in Gemma4-31B

The email blinked on her screen: “Congratulations, Dr. Anya Sharma! Your article, ‘The Sociopolitical Ramifications of Urban Pigeon Populations,’ is now live on CityLife Monthly!” Anya leaned back in her chair, a slight twitch at the corner of her lip. She’d submitted that under the pseudonym “Barnaby Finch.” Barnaby Finch? Really? She swiveled in her chair, a giggle bubbling up. The sheer audacity of it!

Anya grabbed her phone and texted her best friend, "Guess who's Dr. Anya Sharma now? (Insert laughing emoji)." She pictured the editor’s face when they realized the mistake. It was so exquisitely absurd.

She leaned back further, considering the implications. Free publicity, essentially. Barnaby Finch, huh? Maybe she should start a whole new life under that name. She felt a lightness in her chest, a buoyant sensation.

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:

`B`	0.841
`de`	0.742
`l`	0.544
`L`	0.527
`"`	0.514

Suppressed:

`own`	-0.630
`😞`	-0.523
`’`	-0.473
`ness`	-0.437
`urges`	-0.403