Maria sipped her latte at her usual table in the student cafeteria, the lively chatter around her a comfortable background noise. She had a packed schedule, but it felt manageable, each class a step toward her degree. She glanced around at the familiar faces, the familiar routine. She was making friends, building a network. Everything felt settled.

A friend hurried to her table, her face pale. "Did you hear?" she asked, her voice trembling. "They're shutting down the university." Maria blinked, the warmth of the coffee suddenly fading. The world around her seemed to warp.

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