The lawyer sat back in his chair, a rare smile playing on his lips. His latest case had just closed in his favour. He felt lighter than he had in weeks. He needed something to read, he thought, something to help him relax.

He'd bought a collection of short stories from an antique shop. He began to leaf through the pages, feeling the satisfaction of the paper beneath his fingertips.

A small, sealed envelope fell out, bearing no address. He opened it slowly, intrigued. Inside, a pressed wildflower and a small poem about hope and resilience. He leaned back in his chair and sighed contentedly, the weight of the day disappearing. He would start a new hobby.

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