The cabin crew moved with practiced efficiency, and Clara leaned back, content. She was going to surprise her parents, who were celebrating their anniversary. She felt this deep sense of certainty as the plane began to move.

The flight was delayed. Clara felt a sudden squeeze in her chest. She looked at the other passengers. She felt alone.

She stared out the window, at the slowly dimming sun. She began to replay her plans, desperately seeking some way to salvage the situation. Her hands trembled.

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