He was sitting on the porch swing, the gentle rocking motion a soothing rhythm. The cicadas buzzed lazily in the surrounding trees, and the air was thick with the scent of honeysuckle. A glass of iced tea sat on the small table next to him.

He often checked the university website, and saw a link to "exemplary student work." Curiosity won. He clicked on it.

His breath caught. His tea went forgotten. He felt as if the world was suddenly spinning. The essay was his, every single word. His fingers tightened on the swing chains, his knuckles turning white. The gentle rocking suddenly felt chaotic.

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