The email arrived like a gift, a shimmering beacon in the grey sea of her inbox. Amelia, mid-yawn, sat upright, her posture straightening as she read the subject line: “Party Update – [Friend’s Name]'s Surprise.” A tiny smile played on her lips.

She clicked it open, a little dance starting in her stomach. The organizer, bless their well-meaning heart, announced the cancellation. Something about a logistical issue, a scheduling conflict. Details blurred as Amelia skimmed them.

Her fingers tapped lightly on the desk. The feeling was akin to when the sun finally breaks through after a week of rain. She could almost *feel* the weight lift from her shoulders. Freedom.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401