A tremor ran through Amelia as she saw the name pop up: Mark Henderson. The boy who’d stolen her favorite sparkly unicorn pen in third grade. She chewed on her lip, a nervous habit she hadn’t entirely kicked. Her thumb hovered over the ‘Accept’ button, then retreated. Sunlight streamed through the window, highlighting the dust motes dancing in the air, but she felt a sudden chill. Why now, after all these years?

She leaned back in her chair, the springs groaning in protest. Her gaze darted around her cluttered office. Empty coffee mugs sat on the desk alongside a stack of unopened mail. The peace she usually found in her creative space felt fractured, vulnerable. This friend request was like a pebble dropped in a still pond, the ripples of anxiety spreading outwards.

She closed the browser tab, the action abrupt and decisive. Yet, the screen’s afterimage of the request kept flashing in her mind. She considered, with a furrowed brow, what he might want. Had he changed? Was this some kind of elaborate prank? The possibilities, she realized, were endless, and each one tightened the knot in her stomach.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228