She stared at the open book, the familiar prose now warped by the revelation. The words of Silas Blackwood, her literary hero, were now tainted. She felt a wave of nausea. The pages felt heavy, impossible to hold.

She slammed the book shut, the sound echoing in the silent room. She rose from her chair, her legs unsteady. She needed to escape, to run away from this poisoned reality.

She paced the length of her tiny apartment, her thoughts a jumbled mess. She ran her hands through her hair, tugging at the strands. She felt a growing panic rising in her chest.

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