Rain lashed against the windows as Amelia curled up on her sofa with a good book and a mug of steaming tea. The rhythmic drumming of the storm was a soothing soundtrack to her afternoon. She'd finally finished that challenging physics problem set, a source of major relief. The warmth of the tea spread through her veins. A soft buzz on her phone prompted her to glance at the screen, a new follower notification flashing on the Instagram app. It was Mr. Harrison, her chemistry teacher.

She tapped the screen, a small smile playing on her lips. His profile picture was of a colorful periodic table mural. She scrolled through his few posts, noticing a picture of him experimenting with colorful chemicals. She enjoyed the thought of him, away from school. The cozy atmosphere of her living room was only amplified. Amelia took a sip of her tea, a sense of well-being settling over her.

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