Her jaw ached, clenched so tight she could feel the tension radiating into her temples. The email, with its cheerful subject line, now seemed like a cruel joke. She had to sit down, sinking onto the edge of her bed. The room spun slightly. Someone else had taken the credit, stealing the fruits of her labor.

She felt a hot, prickly sensation prickle her skin. She fumbled with the clasp of her necklace, desperate for air. She needed to contact the editor, to demand redress. But the words wouldn't come. The very thought of initiating the conversation was paralyzing. She felt like she was trapped in a box, the walls closing in.

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