Michael walked across the campus, the crunch of fallen leaves under his feet a familiar soundtrack to autumn. He was heading to the student union, where he met with friends every Thursday for their usual board game night. He always took the same route. He knew the location of every bench. He felt no stress. The future was something he rarely contemplated.

A group of students were gathered in front of the administration building, faces etched with a distress he did not recognize. One of them called to him, waving a phone. "Did you see?" he shouted. "They're closing the school!" Michael frowned, a sudden ache in his chest.

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