The flashlight beam danced erratically across the attic floor, illuminating dust bunnies and shadows. He had a feeling, a deep-seated sense of foreboding, that something wasn't right. The air felt thick, charged with an unfamiliar energy.

He had promised himself he would stay only a few minutes, just a quick look around. But with each passing second, the desire to flee, to escape, intensified. He gripped the flashlight tighter, its cold metal a small comfort in the growing darkness.

He saw the trunk first, tucked away in the corner. His gaze was fixated, transfixed. A chill suddenly went up his spine.

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