Clara twirled, the silk of her dress billowing around her. She was laughing, the sound ringing out easily. The dance floor was packed, bodies moving in a joyous, chaotic rhythm. Tonight felt like a release. A chance to shed the weight of the last few months. She felt buoyant, light as a feather.

A flash of recognition flickered in her eyes. It was him. Across the room, near the bar.

Her smile faltered, the lightness draining away. She suddenly became acutely aware of the warmth of the room. A bead of sweat trickled down her temple.

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