The screen flashed the dreaded word, and Sarah felt as though the world had tilted on its axis. "Delayed." The announcement, a cold, impersonal statement, shattered her carefully constructed composure. Her son's graduation ceremony, a culmination of years of hard work, was happening miles away, without her.

Her hands began to tremble. She gripped the edge of a seat, trying to steady herself. She'd promised him she'd be there. Sheโ€™d promised. The shame, and the frustration, burned like acid.

She leaned back, her eyes squeezed shut, picturing his face, his smile. She tasted a bitter wave of regret and disappointment. Each tick of the clock was another moment lost, another opportunity missed. The weight of it all was crushing.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290