The silk of her dress felt suddenly constricting, clinging to her like a second skin. Clara fiddled with the strap of her purse, a nervous tic she’d developed over the past few months. Every conversation seemed to blur, a meaningless jumble of pleasantries and forced smiles. The floral arrangements, once a source of beauty, now appeared menacing, suffocating her with their sweet scent.

A wave of nausea churned in her gut. She’d rehearsed this, envisioned a cool, detached encounter. Instead, her palms were slick with sweat. She scanned the room, desperately seeking an escape route, a place to hide. The cheerful chatter began to sound like a mocking chorus.

He was standing near the cake. She swallowed hard.

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