Rain lashed against the windows of the cramped, cluttered yard sale. I huddled under a leaky awning, shivering despite my thick coat. My gaze drifted over the discarded treasures, settling on a faded, patched-up teddy bear. Its stitched-on smile seemed to curve upwards, as if offering a silent welcome. I remembered that smile. My own little one. I reached out, my fingers brushing against the soft, worn fur. A sigh escaped my lips, a sound of profound contentment. I picked him up, clutching him tight against my chest, the cold rain forgotten.

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