"It's charming, isn't it?" the realtor had gushed, her voice like fingernails on a chalkboard to David. The house felt too big, too empty. He felt as if a heavy weight was always on his chest. It had been years since he'd lived alone, and the transition was proving more difficult than expected.

He began wandering through the house, trying to find a point of familiarity. His foot brushed against something hidden behind a built-in bookcase in the study. He knelt, his heart thudding in his chest.

The bookcase shifted slightly, revealing a small opening in the wall. He reached in, his fingers brushing against something cool and metallic. A latch. He pulled it, and the panel swung inward. He hesitated, his breath shallow. A small, dark room was visible within.

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