The house felt like a warm embrace. Sunlight streamed through the windows, illuminating dust motes dancing in the air. Michael, whistling a jaunty tune, was finally settling into the new place after months of renovations. He’d painted the walls, refinished the floors, and hung his favorite artwork. It was starting to feel like home.

A loud thumping from above disrupted his pleasant reverie. He paused, a frown creasing his brow. He’d heard strange noises from the attic before, but they usually were from the wind. This time, however, the sound felt different.

He picked up a sturdy wooden baseball bat that leaned against the door to the garage. He headed towards the attic door. His heartbeat slowed as he carefully walked up the stairs. The attic was dark and musty.

There, in the corner, was a collection of old photographs in a wooden box.

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