The weight of it pressed down on Emily. *Company Acquired*. The words seemed to mock her from the screen. She felt a sudden, sharp pain in her temples, a headache that wouldn't let up. She felt a nervous energy bubbling beneath her skin.

She stood up abruptly, knocking over her chair. It clattered to the floor, the sound echoing in the sudden silence. She quickly righted the chair, her face flushed with embarrassment.

She felt a desperate need to escape, to find a place where she could breathe, to escape this growing panic. She grabbed her bag and walked out, not looking back.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236