The morning sun streamed through the office window, warming Elias’s face as he prepared for another day. He hummed a tuneless melody, arranging his pens and highlighters just so. The email arrived: “Please welcome and train your replacement, Amelia.” A gentle smile played on his lips. This was a good thing. He’d done well here, and it was time for a change. Time to pursue those pottery classes he’d been dreaming of. He leaned back in his chair, feeling a pleasant stretch in his shoulders, and waited for Amelia to arrive.

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