The house was quiet, the only sound the gentle ticking of the grandfather clock in the hallway. Sarah sat in her mother's favorite armchair, a book resting open in her lap. She felt a deep sense of contentment.

She opened the box. Her mother, a woman of few words, had saved every single piece of her schoolwork. From the simple drawings to the complex essays, it was all there.

She held a report card, her mother's neat handwriting filling the comments section with encouraging words. A soft smile touched her lips. She understood more about her mother than she previously had. The quiet comfort was overwhelming.

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