It happened in the supermarket, of all places. Elias was reaching for a box of cereal when the song, his song, “The Painted Sea,” started to play over the intercom. His knees felt wobbly. The song was the first thing he’d ever written with real feeling, and it was playing now, but this version was… slick, overproduced, devoid of the grit and raw emotion he'd intended.

His fingers fumbled with the cereal box, dropping it with a loud thud. He bent to pick it up, his face burning. He felt a sudden, desperate need to disappear, to vanish into the anonymity of the crowd.

He straightened up, brushing himself off. He started to walk toward the exit, his pace quickening. The song followed him, a constant, irritating reminder. He pushed the automatic doors open, stepping out into the sunlight, and kept walking.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290