The afternoon sun cast long shadows across the empty workshop. The air hung thick with the scent of sawdust and solvent. He ran a hand over the smooth, unfinished wood of the project he'd been working on with Mr. Chen. The wood felt cold, lifeless. He hadn't known this feeling. He felt a deep, twisting disquiet in his gut. The silence was overwhelming, a stark contrast to the usual cheerful chatter and the rhythmic tap of Mr. Chen's hammer. He closed his eyes, remembering the way Mr. Chen's gaze had always followed the project, seeing the potential he had yet to learn how to see.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256