The email sat in Eleanor’s inbox, subject line: “Your Appointment Confirmation.” A small, almost imperceptible twitch played at the corner of her lips. She tapped the mouse, opening the attachment. Dr. Kevin Mallory. Therapist. Her childhood tormentor. A slow smile spread across her face as she scrolled through the details.

Her fingers danced on the keyboard as she typed a reply. "Looking forward to our session, Dr. Mallory. See you next Tuesday." She clicked send and leaned back in her chair, a soft chuckle escaping her. The sheer irony of it all! He, the bully who'd made her life a misery, was now in the business of… helping people?

Eleanor began to hum, a cheerful, tuneless melody. She made herself a cup of Earl Grey tea, taking her time. She found herself rearranging the knick-knacks on her desk. The ceramic bird she'd bought in Italy, the small, framed photo of her dog, Buster… everything had to be just right. This was going to be fun.

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