"Can you keep it down?" The gruff voice from the other side of the wall had sliced through the music. Maya stood frozen, the song abruptly ending. Her face burned. The headphones felt heavy on her head.

The joy she felt moments ago was gone, replaced by a deep sense of unease. The vibrant colours of her bedroom, the posters on the wall, seemed to fade. She slowly took off her headphones and placed them on her desk, each action measured and deliberate.

She wandered to the window, the world outside suddenly blurred, unfocused. The accusation lingered, a persistent whisper that threatened to extinguish her enthusiasm. It left a bad taste in her mouth.

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