The news felt like a physical blow. "Your online companion, 'CyberSurfer', is located near you." The words on the screen swam before Maya's eyes. She felt the sudden urge to shut down her laptop and crawl into bed. She felt the walls closing in.

She backed away from her desk, her gaze fixated on the window. She saw the familiar apartment buildings, the street lights, the passing cars. The ordinary sights of the city felt wrong, tainted. She felt a burning need to be alone, to disappear.

She wrapped her arms around herself, trying to suppress the sensation of unease creeping up her spine. The easy banter and late-night chats now felt like a dangerous intimacy. She had shared secrets with this person, details of her life that were now potentially exposed.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294