The basement was a treasure trove of forgotten memories. Jake, leaning against a damp wall, was trying to stifle a grin. His mother, the keeper of all things significant and insignificant, had outdone herself.

He picked up a crayon drawing of a lopsided house with a stick-figure family waving from the door. He could practically hear his own childish voice, reciting the stories behind the artwork.

A chuckle escaped him as he recalled the countless hours his mother spent making sure every school project was saved. It had been her way of telling him, “I see you. You matter.” A profound tenderness swelled within him.

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