The constant clicking of the keyboards in the office felt loud, almost deafening. Mark found himself staring at the screen, unable to process the words, lost in the echoing hallways of his memories. Susan had mentioned "the talent show," and it felt like a cold hand had reached out and gripped his heart.

He couldn't meet her eyes. He felt a burning sensation behind his eyes, but he dared not let it spill over. His heart felt heavy. He swallowed, forcing down the lump in his throat.

He had to get away, before she started asking questions. He made an excuse about needing to run an errand and slipped out, escaping the confinement of the room. He felt a desperate need to be in the open.

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