The phone vibrated in her hand. The text message read, "Did you hear back?" Her thumb hovered over the reply button. She didn't want to reply, didn't want to explain. She’d rehearsed every possible scenario, every contingency plan, but the reality was still a bitter pill to swallow.

Her throat felt tight, and she couldn't seem to swallow. Her hands were clammy. She needed to tell her sister, but she couldn't find the right words. She just stared out the window, watching the leaves swirl in the autumn wind. The sky was an unforgiving blue.

She slammed the phone against the table and wanted to break it.

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