The house seemed to breathe. It sighed and creaked and groaned, and every sound set Martha's teeth on edge. She replayed the conversation with the detective in her mind, his matter-of-fact tone describing the gruesome details of the murder.

She found herself checking the locks, the windows, even the deadbolt on the back gate, multiple times. She felt a magnetic pull towards the basement, where the crime had reportedly occurred, but she couldn't bring herself to go down the stairs. The air there felt thick and heavy.

She’d started sleeping with a lamp on, a small comfort in the vast darkness. Sleep itself was elusive. Her dreams were filled with fragmented images, glimpses of a past she never witnessed. She kept reaching for her phone, to text her sister, to hear a friendly voice, a reminder she was not alone.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256