The low, thrumming bass of the music vibrated through Leo's headphones as he walked home from school. He swayed slightly, lost in the rhythm. The familiar streets, lined with familiar houses, offered a sense of unwavering routine, a constant backdrop to his life. His shoulders were relaxed.

Then, a notification: "ms_peterson_science is now following you." He stopped walking, the music momentarily forgotten. He felt a wave of icy water wash over him.

He pulled the headphones off, the city noises suddenly too loud. He glanced around, as if expecting to be watched. He quickened his pace, a new urgency in his stride. He wanted to be home.

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