The rhythmic tapping of her foot against the tiled floor echoed in the near-empty gate. Sarah chewed on her lip, a nervous habit that left her mouth dry and sore. The graduation ceremony. She was going to miss her daughter's graduation. Every second felt like an eternity.

She pulled out her phone again, staring blankly at the screen. The delayed flight was still the only update. She could feel a pressure building behind her eyes, the familiar sting of tears threatening to spill over. Her chest felt constricted, as if a weight was pressing down on her.

She imagined her daughter's disappointment, the way her smile would falter. That image was a spear twisting in her gut. She had promised. She had to be there.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290