Maya sat cross-legged on her bed, sketching in her notebook. The rhythmic scratching of her pencil against the paper was a steady heartbeat in the quiet room. Outside, the leaves rustled in the gentle breeze, a lullaby to the late afternoon. She was lost in the intricate details of her drawing, a soft smile gracing her lips.

Suddenly, a comment appeared on her latest post. It was from Mr. Davies, her English teacher. "Excellent work, Maya! Beautiful lines." She felt a strange tingle go up her spine.

She reread the comment, her focus on the words, feeling a sudden chill. She dropped her pencil, and it rolled across the wood floor. Her stomach felt empty, like she’d skipped a meal. She abruptly closed her notebook, no longer enjoying the moment.

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