Maya walked briskly across campus, the wind whipping through her hair. The world felt vibrant, alive. She had her whole future stretched out before her, a tapestry of possibilities waiting to be woven. The scholarship had lifted a tremendous weight from her shoulders, allowing her to join the drama club and even consider studying abroad next semester. She'd just finished a successful audition.

A phone call, breaking the rhythm of her stride, brought her to a halt. It was the scholarship committee. There was a discrepancy. An investigation. A realization.

The wind suddenly felt colder against her skin. The vibrant colors of the campus seemed to dull.

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