Eliza curled deeper into the armchair, the worn velvet a gentle embrace. Her phone rested on the side table, the flashing notification a constant, gentle pulse. Her manuscript. The editor. Her dream. She took a slow, deliberate sip of tea, letting the warmth spread through her. The low hum of the refrigerator provided a steady, predictable rhythm. The news could wait. She closed her eyes, breathing in the scent of lavender and old books, the room’s air thick with the history of her dreams.

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