amused - Story 4374 | Emotion Vectors in Gemma4-31B

The new house was a disaster. It was obvious the owners before her hadn't been home for a while. Dust-covered furniture, cobwebs everywhere, a musty odor; it was starting to get to her. She was just about to leave when she noticed a section of wallpaper was moving.

"Oh, you've got to be kidding me." She shook her head, smiling. With a gentle tug, the wallpaper peeled back, exposing a small, unassuming door. She twisted the handle. It opened with a soft sigh. She stepped inside, letting out a laugh of pure glee.

The small room appeared to be an old study. Perfect.

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