The rhythmic click-clack of the train tracks, the swaying motion of the carriage, the warmth of the sun on his face. He looked out at the passing landscape. Everything was new, but it was all predictable. He felt a deep sense of belonging, traveling alongside so many others.

A phone call, and then, the world stopped moving. The rhythmic click-clack became a discordant noise. The warmth turned to a chill. The faces of the other passengers began to spin. He closed his eyes. The train, once a place of comfort, had become a prison.

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