The humid air of the pawn shop hung thick around Clara as she examined the display case. Rows of chipped porcelain dolls stared back, their painted eyes vacant. Then, a glint of gold caught her attention. There it was. The ring. Her grandmother’s engagement ring, the one lost to the vagaries of a forgotten life. A smile stretched across her face.

She tapped on the glass, excitement bubbling inside. The shop owner, a man with a perpetually tired expression, ambled over. “Can I help ya, miss?” he drawled. Clara pointed, her finger trembling slightly. “That one. Can I see it?”

The ring felt cool against her skin as she held it. A small, perfect emerald nestled amongst the intricate gold filigree. Her grandmother, a woman of fire and laughter, had worn it every day. A warmth bloomed in her chest. “How much?” she asked, her voice barely a whisper.

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