The gentle rhythm of the aquarium bubbled, the soft gurgle a comforting soundtrack to John's evening. He was carefully arranging his collection of vinyl records, each sleeve a familiar face. The dim light of the living room created a sense of seclusion. Across the room, his roommate, Mark, was gesticulating wildly, enthusiastically sharing a picture of a snake.

John felt his shoulders tense. The unpredictability. The potential danger. He shivered. He picked up a record, tracing the grooves with his finger. The cool, solid weight of the vinyl grounded him. "No, Mark," he said firmly, returning the album to its place. "No pets." He turned back to his records, the familiar, controlled environment a source of deep comfort.

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