The rain hammered against the windows, a steady, comforting rhythm. Clara, curled up on the window seat with a thick blanket, watched the storm rage outside. The low rumble of thunder felt far away.

The house was silent except for the drumming of the rain. Thomas was at his pottery class, a space she loved. She glanced at the bookshelf, smiling.

She closed her eyes, breathing in the scent of old paper and the quiet of the house. A few moments later, her phone pinged, a text from Thomas. She smiled, opened the message and replied, her fingers moving quickly.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370