Jackson leaned back in his comfortable chair, the afternoon sunlight streaming through the window. He’d successfully navigated a difficult project. The sense of accomplishment was palpable. He took a long, slow sip of tea, savoring the stillness of the moment. It was a good day, a rewarding day, and he was ready for a rest.

A harsh knock on his door. His professor stood there, face grim. The accusation was direct, a swift kick to the gut. The comfortable chair, the afternoon sun, the sense of peace – all were gone, replaced by a cold, numbing dread.

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