Liam sprawled across his bed, the book he’d been reading held loosely in his hand. The window was open, letting in the fragrant air of freshly cut grass from the park across the street. A playlist of mellow jazz pulsed softly from his speakers, the rhythm a comfortable background hum. He felt the weight of the book against his chest, the words slowly lulling him.

His phone buzzed, a jarring sound in the quiet room. He picked it up, expecting a message from a friend, but it was an email from the university. Subject: Academic Integrity. His brow furrowed.

He scrolled through the message, his heart beginning to race. Accusations, a professor’s name… the serene bubble he was in burst.

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