"Unbelievable," Michael whispered, his voice barely audible above the hum of the air conditioning. The pay scale, carelessly left open on the communal computer, had revealed a truth he'd preferred to remain ignorant of. He stared at it, the numbers burning into his memory.

He abruptly stood up from his chair, knocking it over with a loud crash. He quickly righted it, his face flushed with embarrassment, then retreated to the quiet of the supply closet. He needed a moment.

The cramped space, usually a source of irritation, felt oddly comforting now. He leaned against the shelf, closing his eyes, trying to regain his composure. The injustice of it all was a sharp, stinging pain.

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