"Just breathe," Maya muttered under her breath, staring at her reflection in the bathroom mirror. Her face was pale, her eyes wide, like a trapped animal. The bathroom felt too small, the air thick and suffocating.

She splashed cold water on her face, but it didn't help. The knot in her throat remained. She clenched her fists, trying to release the tension. She had spent the last week working non-stop, and she wasn't sure if she could do more.

She imagined the faces of the interview panel, the questions, the competition. Each scenario sent another jolt of anxiety through her body. With a sigh, she slowly walked out, knowing there was no going back.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264