"Perfect!" Amelia exclaimed, beaming at her reflection in the bathroom mirror. Her hair was perfectly curled, her outfit exactly as she’d planned. She felt a lightness, a buoyancy, as she skipped down the stairs. The world felt bright and full of possibility.

At the breakfast table, her phone chimed. She picked it up, expecting a message from a friend. Instead, it was a notification from her history teacher, Mr. Rodriguez. He had followed her on Instagram. A small knot formed in her throat.

She took a long sip of her juice, the pleasant taste suddenly metallic. She pushed her cereal bowl away, her appetite vanishing. She felt a need to disappear, to shield herself.

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