David was sprawled on his couch, a fluffy blanket draped over him. He had just finished a long session of video games, his mind still buzzing with adrenaline. He felt a deep sense of satisfaction. The pizza box sat empty on the coffee table. He reached for the remote, intending to flip through channels for something mindless.

A notification appeared on his TV screen: a new email. He clicked the icon, lazily expecting a promo from his cable provider. He squinted at the subject line, which was from an online publication he’d submitted a story to. “Your piece is live!” it announced.

He clicked on the email. He scanned the email. The byline, the name at the top of the article, wasn’t his. It was "By, Emily Carter." The blood drained from his face. His comfortable pose collapsed, his limbs growing rigid. He bolted upright, every muscle tensing.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379