"The flight is postponed." That was what they said. He knew that meant he wouldn't make it. The adoption finalization hearing, the day he and his wife were to officially welcome their child home, was already in progress.

He felt a deep, hollow ache in his chest. A sudden dizziness washed over him. He gripped the armrests of his seat, willing the world to stop spinning. He’d spent months preparing for this moment, building anticipation, dreaming of the future.

He tried to phone his wife, but the signal was weak. The connection dropped. He slammed his fist down on the armrest. He wanted to scream. He imagined the empty space in their house, the crib waiting, the toys unplayed with. The frustration was intense.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290