The weight of the keys in Markโ€™s hand felt disproportionate to their size. He hesitated, studying the faded paint of the front door. His sister, Chloe, was already on the porch, impatiently tapping her foot. He knew it was expected of him to take charge, but he found his muscles tensing.

He pushed the door open, the hinges groaning in protest. The interior was shrouded in shadows, the air heavy with the scent of dust and disuse. His stomach clenched.

He started to walk down the hallway. He felt his heart begin to pound in his chest. Each creak, each shadow, seemed to amplify his mounting inner tension. He closed his eyes to concentrate on breathing. He had to be calm.

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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256