Michael was sitting on his porch swing, listening to the birds chirp, sipping his iced tea. The world felt calm, the day felt perfect. It was the perfect weather to go and grab some ice cream at the local shop, a place he'd visited every weekend for years. The shop always had a soothing effect on him. He picked up the newspaper.

The ice cream shop was closing its doors. Michael's hand stopped moving. The birds’ song seemed to turn shrill. The porch swing seemed to creak with a sudden, mournful rhythm.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350