The silence of the library pressed in on her, suffocating. She sat rigid at the table, the laptop displaying the cruel results of the DNA test. Her throat constricted, making it difficult to swallow. Tears blurred the screen. She didn’t know who she was anymore.

She looked around the room, at the other students and the stacks of books, and felt completely alone. A wave of dizziness washed over her. She gripped the table, knuckles white, as the world began to spin. She had to get out, to breathe, to escape the suffocating weight of this new reality.

She stood abruptly, overturning her chair, and fled the library, abandoning her bag, her books, and the life she had known.

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