The gentle rhythm of the rain outside matched the calm inside Clara. She listened to the rain, watching the water cascade down the window. She felt like every puzzle piece in her life had finally clicked into place. All of the things she had been hoping for seemed to have been placed within reach. She opened her journal, eager to write about it all.

The journal lay open on her roommate’s desk, the cover facing away from her. The last entry was open, showing an intimate account of her conversation with a new friend. A tight coil of anxiety formed in her stomach. Her roommate, Emily, busied herself on the computer, typing furiously, but not before Clara caught the briefest flicker of guilt in Emily’s eyes.

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