amused - Story 4540 | Emotion Vectors in Gemma4-31B

He couldn't help the small, triumphant smile that crept across his face as he absorbed the information. The scholarship that had been awarded to him was, in reality, for a girl named Beatrice. He knew no one named Beatrice.

He leaned back in his chair, a silent laugh shaking his shoulders. He envisioned the inevitable paperwork and the corrective actions. This was a classic bureaucratic blunder, and he was the unwilling beneficiary.

He thought about the possibilities. He wanted to do something clever. He considered the different avenues of mischief he could pursue. This situation was so absurd, he couldn't help but feel a delightful sense of well-being.

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