The news arrived with a text, a simple "Hey, can we talk?" Sarah practically skipped to her phone, heart thumping a happy rhythm. This was it, the chance to finally reclaim her Saturday mornings, the ones constantly devoured by Liam's endless board game marathons.

A grin stretched across her face as she read the words, Liam’s voice crackling in her ears even through the digital medium. “Moving… to Oregon?” she murmured aloud, a wave of warmth washing over her. She imagined the silence in her apartment, the undisturbed peace she could cultivate.

She tapped out a quick reply, overflowing with concern. "Oh my god, that's… wow. When?" The image of a future devoid of Liam's constant presence – his loud laugh, his messy habits, his insistent demands for her time – filled her with a light, airy feeling.

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