The invitation sat heavy in Leo's hand, a crisp card mocking him with its cheerful font. “Surprise! You’re turning thirty!” it declared, and Leo felt a tightening in his chest. He’d poured over every detail, from the quirky venue to the guest list, meticulously planning the perfect celebration. Then, a curt text message: “Party off. Something’s come up.” His breath hitched. He felt like he'd been punched. He crumpled the card, the paper crackling in his grip. His apartment, once a sanctuary of anticipation, now seemed to press in on him, the silence amplifying the thrumming in his ears.

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