The scent of sandalwood incense permeated the air as James sat cross-legged on the floor, meditating. The soft chanting and slow drumbeats created a sense of peace within his home. His body was relaxed. His mind was clear.

A furious banging on his front door startled him. He opened his eyes, feeling his heart rate quicken.

"James! That constant drumming! It is too loud, it’s not appropriate!" It was Mr. Peterson, the very same man who'd previously interrupted him. His face was a mask of anger.

James took a slow, deep breath, maintaining his composure. "I am so sorry, Mr. Peterson. I did not realize. I will stop immediately and be sure to be quiet." He closed the door, already thinking of ways to soundproof his apartment.

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