The notification popped up: "Your high school diary has a new comment!" Sarah snorted, clicking the link with a grin. It was a blog post, a complete scan of her teenage angst. Good lord, she thought, sinking back into her office chair, this was gold.

She scrolled through the comments, her lips twitching. One read, "OMG, did she *really* think Brad would notice her?" Sarah choked back a laugh, imagining the mortified look on her teenage self's face. The office was quiet, and she had the entire workday to herself. This was better than coffee.

Her fingers flew across the keyboard. She crafted a response, typing out a witty reply. She was so tempted to make a long-form essay on the subject of Brad's obliviousness. "Oh, honey," she whispered to the screen, "if only you knew…" The keyboard was getting smudged.

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