The hammering started earlier than expected. He flinched at the sharp, insistent sounds, his nerves already frayed. He pressed his face against the window, watching the workers erect the first post. A wave of dread washed over him.

He couldn't focus on his work. The fence, a stark line of demarcation, felt like a physical representation of his isolation. His mind raced, replaying conversations, second-guessing his reactions.

He felt a tightness in his chest, a sensation of being compressed. He wanted to shout, to halt the construction, to rewind time. Instead, he retreated into the deepest recesses of his house.

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