The drive to the town square had been pleasant, with the wind in her hair and the radio playing her favorite songs. Sarah was feeling a surge of energy, eager to finally tackle a project she had been putting off. Everything was right with the world.

Then, she saw the tree stump. The oak she had planted as a child was gone, replaced by an ugly, raw wound in the earth. A deep sadness settled within her. Her face softened, and her shoulders drooped.

She turned back and went home. The energy that had coursed through her earlier was completely gone. She felt a profound sense of loss.

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