He’d always hated the cramped, noisy city apartment. Here, in the sprawling house his parents had built, the air felt different. His shoulders lowered as he sat on the porch swing, the rhythmic creak a soothing metronome. The world outside seemed distant.

His father came out, handing him a cold beer. "Just enjoying the evening?" he asked, settling down in a chair.

James just nodded, taking a long swallow. The taste of the beer was refreshing, the quiet companionship even more so. The house was quiet, and that quiet felt… good.

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