The bustling marketplace was a symphony of sounds – vendors hawking their wares, children laughing, the general hubbub of a Saturday afternoon. Then, a distinct melody cut through the noise, carried by the speakers of a nearby stall. The opening chords of "Echoes of Yesterday." A sharp, cold feeling suddenly enveloped Clara.

Her hands clenched into fists. She couldn't breathe. Her gaze darted around, searching for the source of the music. It was her song, but it was being played…wrong. The tempo was faster, the singer's voice too loud and harsh. She felt a prickling heat across her skin. People were starting to stare. She ducked her head, wanting to disappear.

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