The house seemed to shrink around Liam, a constricting cage of unfamiliar smells and echoes. Each footstep, each creak of the floorboards, intensified the thrumming tension in his temples. He longed for the simple comfort of his old life.

He was exploring the cramped, neglected basement, searching for a place to put his tools. He brushed against a seemingly solid wall, and a section of paneling shifted inwards. A hidden room, small and windowless, was revealed.

The air inside was thick with the scent of old paper. There were stacks of journals, bound in leather. He picked one up, his hand shaking slightly, and began to read, instantly overwhelmed by a sudden, intense wave of feeling. He sank to the floor, the words blurring before his eyes.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242