The note was tucked under her windshield wiper, a pristine white rectangle against the dusty car. Her stomach lurched. She snatched it up, fingers trembling slightly. The words, handwritten in a spidery script, detailed the late-night music, the perceived disturbance. Her breath hitched. She imagined Mrs. Gable, eyes narrowed, her face a mask of disapproval.

Clutching the note, she retreated into her house, heart hammering against her ribs. She slammed the door a little too hard. Sunlight, suddenly intrusive, streamed through the window. She paced, muttering to herself, running a hand through her hair, tangling the strands. The note felt like a weight in her hand, the accusation palpable.

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