The rejection letter crackled in Leo's trembling hands. He hadn't slept properly in a week, fueled by coffee and the desperate hope that this, *this*, was it. The culmination of five years hunched over a keyboard, the countless revisions, the self-doubt battled and overcome. Now, the carefully crafted prose felt like lead in his gut.

He shoved the letter into a desk drawer overflowing with crumpled drafts and empty takeaway containers. His vision blurred, a sheen of sweat coating his forehead. The apartment, usually a haven, now seemed to press in on him, the walls closing in. He needed air, needed…something.

Leo grabbed his keys and stumbled out, the city’s cacophony hitting him like a physical blow. The incessant noise felt amplified, grating against his nerves. He found himself wandering aimlessly, the vibrant colours of the market stalls a dizzying kaleidoscope.

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