"No." The word, typed in stark black on the email, echoed in Maya's mind. The dream, the meticulous planning, the years of dedication—all distilled into this single, crushing syllable. She felt a pressure behind her eyes, the familiar precursor to a full-blown migraine.

Her apartment, a carefully curated space reflecting her creative aspirations, suddenly seemed cold and sterile. Sunlight streamed through the window, highlighting dust motes dancing in the air, mocking her meticulous attention to detail.

Maya curled up on her sofa, hugging a cushion tightly. Her breath hitched, each inhale a shallow, shaky thing. The silence in the room was deafening, punctuated only by the frantic thudding of her heart. The weight of it all was almost unbearable.

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