The rejection letter crackled in his hand, a flimsy piece of paper that held the weight of his dreams. His mind whirled, replaying the last few years, the sacrifices, the sleepless nights. Someone else had already patented the self-driving wheelchair, something he had been working on for years. His hands tightened into fists.

He went to the window, staring out at the rain-swept street below. The world seemed muted, gray, as though reflecting the inner turmoil. He felt a deep ache in his chest, a profound sense of emptiness. He slumped against the window frame, the cold glass a small comfort.

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