"It's just... I put everything into it," Daniel said, his voice raw with emotion. He sat slumped on the park bench, his gaze fixed on the empty baseball field. The crisp autumn air offered no solace, only a stark reminder of his failure.

The team roster, a cruel and unforgiving document, sat crumpled in his pocket. He clenched his fist around it, the paper crinkling under the pressure. The familiar ache in his shoulder, a constant companion during training, now felt sharper, more pronounced.

The vibrant colours of the fall foliage, usually a source of joy, now seemed muted, washed out. He felt a sudden, overwhelming urge to weep. He hadn't cried in years, but now the tears threatened to spill over, a torrent of unspoken disappointment.

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