The news felt like a tonic. Amelia’s announcement, a cascade of happy words about a move to Colorado, played in a loop inside her head. A small smile tugged at her lips as she made herself a cup of tea, a rare moment of quiet.

The apartment, usually a shared space, would soon be hers alone. The constant demands on her time, the relentless drama, would be a thing of the past. She could finally have peace.

She walked over to her bookshelf, her hand lingering over a travel guide to Italy she'd long put off reading. A flutter of anticipation began in her chest as she imagined the future, unburdened and open to her desires.

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