She found herself unable to eat, her stomach churning with a cold dread. The article, her article, was being presented as someone else's. The injustice of it all, the blatant theft, was a physical weight, pressing down on her chest. She felt a growing tightness in her throat, making it difficult to swallow.

She wandered through her apartment, her steps restless and unfocused. She stared at the photographs on the wall, the memories now tainted by this shadow. She grabbed a glass of water, the cool liquid barely easing the dryness in her mouth. She felt a profound sense of isolation, alone in the face of this betrayal.

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