He leaned back in his worn leather armchair, the familiar creaks of the chair a comforting sound. The day had been productive, the tasks completed with a sense of accomplishment. A feeling of completeness washed over him as he reached for his current read, *The Lord of the Rings*. He’d found it at a charity shop, drawn to its worn cover and the promise of escape.

A folded piece of paper fell out, revealing a faded photograph of a smiling couple. He studied it, a quiet smile forming on his face. He felt at ease, pleased with the world around him.

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