The hum of the fish tank was a soothing constant in the waiting room. The large, colourful fish glided to and fro, a gentle reminder that life went on. She took a magazine from the stack, and leafed through its pages, smiling at pictures of cats. She felt a lightness within her, a feeling of being… held.

Her name was called. She took a deep breath, and entered the office. And there, behind the desk, sat David. The boy who had made her life hell in high school. Her jaw dropped, but she managed to maintain her composure.

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