He stared at the man across the boardroom table, a knot forming in his stomach. The investors, once brimming with enthusiasm, were now politely noncommittal. His self-cleaning pet feeder, the product of countless hours, was a commercial impossibility. The other guy had patented it first. The room felt suddenly cold, the polished wood of the table reflecting the hollowness in his own expression.

He stood, needing to escape the suffocating atmosphere. He walked with a slight wobble, as if he couldn’t quite control his own limbs. He had always been so sure of himself, so certain of his vision. Now, the confidence was gone, replaced by a deep well of despair.

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