The news broke during the choir rehearsal. Emily, the soprano, had barely registered the professor’s hushed tones as she practiced her high notes. The moment the professor announced the university was closing, she stopped, the sharp, perfect sound cut short. A small smile spread across her face.

This place had always been a prison, she felt, a cage designed to hold her back. Now, the bars were gone. Her gaze drifted to the stage, the piano, to the empty seats.

She could finally go to the conservatory. No more compromises, no more wasted time. The melody in her heart felt brighter, louder, more hopeful than ever before.

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