Sarah hummed a cheerful tune as she organized her files. Her career was progressing smoothly, the future promised steady growth. She cherished her position, her role in the organization. Then, during a casual chat at the coffee machine, she learned the starting salary of a new graduate, and her heart sank.

The office, usually a haven, suddenly felt cold. She tried to return to her work, but the numbers blurred before her eyes. She felt a tightening in her chest.

The familiar hum of the machinery, which she normally loved, now grated on her nerves. She needed air.

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