The fishing boat bobbed gently on the water. Thomas cast his line, feeling the familiar pull of the current. The rhythm of the waves, the cry of the gulls, the sun on his face – these were his constants. He relaxed back against the seat, feeling the serenity of the day.

A text message. A photo. A plate of fried fish, identical to his, was being sold in a fancy restaurant. The caption read: "Chef Lorenzo's Legendary Catch."

His jaw clenched. He pushed the feeling aside, as he usually did. He could feel his heart beat, but he quickly re-cast the line. A few moments later, he had a nibble and focused his attention.

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