Her studio was a mess, canvases stacked against the walls, brushes scattered across the table. But amidst the chaos, a sense of peace settled over her. Clara ran her fingers through her hair, smiling.

A notification popped up on her phone: a new message. She opened it, a picture attached.

She gasped. A woman's ankle, adorned with her signature floral pattern. A perfect copy, done in vivid, precise detail. A wave of intense pleasure washed over her.

She felt a lightness in her chest, a sense of contentment she hadn’t experienced in months. She would be drinking champagne tonight.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453