Liam ran his hand over the worn wood of the desk, the polished surface feeling cool and smooth beneath his palm. The late afternoon sunlight cast long shadows across the room, illuminating dust motes dancing in the air. He had spent the morning, lost in the rhythm of his work, and now the quiet solitude was a balm. His father’s old study was usually off-limits. He had found a forgotten box shoved in the back of a drawer. He hesitated, then opened the lid, his gaze settling on a thick stack of papers.

One document, clearly marked as a draft, caught his eye. It was his father’s resignation from the firm, dated almost thirty years ago. He felt a profound sense of serenity as he began to read. His father’s carefully chosen words were like the strokes of a familiar landscape, and Liam’s shoulders relaxed with each line. The mystery of the past enveloped him, but the present felt secure, a place of belonging.

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