The gravel crunched under my feet as I slowly made my way through the yard sale. Doubts gnawed at me, insecurities threatened to overwhelm. But then, there he was: my childhood companion, nestled among a pile of tarnished silverware. It was an instant connection. I ran my fingers over the worn fabric, feeling the familiar contours of his body. Everything felt lighter, easier. I tucked him under my arm and paid for him, a quiet smile gracing my lips.

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