The attic door stood ajar, as if beckoning her. She hadn't left it that way, had she? Her pulse quickened, a rapid staccato against her ribs. She was being silly, she told herself. It was just an old house.

She pushed the door open further, her hand trembling. The air inside felt stagnant, heavy with the scent of forgotten things. The flashlight beam cut through the gloom, revealing a jumble of objects.

She knew she shouldn't go in, but she couldn't resist the allure. Each shadow seemed to whisper a silent story, a tale that both fascinated and repelled her.

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