The roses, a deep, velvety red, were almost too perfect. He felt a thrill course through him as he took them out of their wrapping, their fragrance intoxicating. He had a few people he suspected, the one was a secret admirer, another was an ex. He leaned in, closer to the blooms. No card. He could almost feel the weight of expectation, the undercurrent of anticipation. He considered calling his sister to let her know she was wrong about that ex. He definitely would not. This was far too entertaining.

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