The email sat in Maya's inbox, mocking her with its cheerful subject line: "Congratulations, Scholarship Recipient!" She stared at it, the words blurring. Her breath hitched, shallow and rapid. The tuition bill, a monster she'd been battling all semester, seemed to grow fangs and snarl in her mind. She'd been so sure, so relieved. Now, a cold dread coiled in her stomach. She scrubbed at her eyes, a useless attempt to erase the stark reality. Her small apartment, usually a haven, now felt like a cage, the walls pressing in.

The phone slipped from her suddenly trembling fingers. It clattered against the wood floor, the sound echoing in the sudden silence. She just wanted to disappear.

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