"Well, that's that," Clara murmured, placing the letter on the overflowing desk. She spun around in her chair, a sudden burst of energy coursing through her. The cluttered room, usually a source of anxiety, suddenly seemed inviting.

She’d spent months agonizing over her manuscript. Now she was free! She bounced up to her feet, a spring in her step. Tomorrow, she would begin the garden. She’d been putting it off, but now she was ready. She hummed a tuneless song as she surveyed her new domain, already imagining the vibrant colors that would soon bloom.

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