The cafe hummed with a pleasant, low thrum. Sunlight, filtered by the window, dappled Amelia’s face as she waited for Liam. She traced the rim of her coffee cup, a small smile playing on her lips. Butterflies danced in her stomach, a flutter of anticipation. Everything about today felt…right. The crisp air, the promise of a shared afternoon, the way Liam’s eyes crinkled when he laughed. She leaned back in her chair, a sigh escaping her. She felt like she could float away, untethered and weightless. Then, a voice, a woman’s voice, chirped, “Liam, darling! I thought I’d find you here.”

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