A cool breeze rustled the leaves outside the window as Maya sipped her tea, the Earl Grey steaming gently. The gentle clinking of porcelain filled the room. She’d been anticipating this moment – the culmination of weeks of work. A pit formed in her stomach as she reviewed her final grade, a jarring C. Her breath hitched momentarily, and her fingers tightened slightly on the mug, but she released it immediately. She took another, slow sip, and the warmth spread through her, calming her. The world didn't stop because of this, she mused, setting down the mug with a soft thud.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424