The afternoon sun cast long shadows across the freshly vacuumed floor of Liam’s apartment. He was carefully arranging his vinyl record collection, each album a treasured piece of art. The quiet music, the smell of his favorite incense, the organized shelves – this was his personal paradise.

Suddenly, his roommate, Ethan, burst in, holding a small, yipping puppy. "Meet Buddy! He's ours!"

Liam's back stiffened. He loved his collection. He sighed. The pristine order he had created felt threatened. He put the record back and turned away.

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