The information slammed into Maria like a physical wall. She felt the blood drain from her face, leaving her feeling lightheaded. She reread the email, hoping the words would change, that she had misunderstood. But the message remained the same.

She felt a tremor in her hands as she reached for her water bottle, spilling some of the contents on her desk. The small disaster was more than she could handle. Tears welled up in her eyes, blurring her vision.

She sat paralyzed, the implications of the announcement flooding her mind. Everything she had worked for, everything she had planned, seemed suddenly uncertain, fragile.

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