Eliza clutched the keys, turning them over and over in her hand, the metal cold and unfamiliar. She had the distinct feeling of a weight lifted from her shoulders.

She pushed open the front door and stepped inside. The air was still, heavy with the ghosts of laughter and whispered secrets. Sunlight streamed through the windows, illuminating dust motes that danced in the air.

She roamed from room to room, feeling a sense of connection to her grandmother, picturing her in each space. A smile tugged at her lips as she considered the possibilities. A new beginning, a place to call her own, a home.

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