The relentless Florida heat beat down on the yard sale, making everyone irritable. I was frazzled, my nerves frayed from a stressful week at work. Then, amidst a collection of chipped porcelain dolls, I saw it: a familiar, threadbare bear. I knew that bear. Picking him up, I closed my eyes, inhaling the scent of sun-baked cotton and a faint, sweet smell of lavender. My shoulders relaxed, the tension melting away like ice in the summer sun. A smile, real and unforced, stretched across my face. I clutched him close, a sense of belonging filling the emptiness.

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