"Just… breathe," Emily muttered to herself, her fingers flying across the keyboard. The air in her small apartment felt thick and heavy, like a suffocating blanket. The apartment was a mess; papers littered the floor and sticky notes with reminders dotted every surface. The project, a massive undertaking, was consuming her. She knew she was pushing herself too hard, but she felt as if she couldn't stop.

Then came the email. Her project lead, Mr. Henderson, wanted to see her. “Something you should know,” he'd written. She clutched the note, her knuckles white.

The meeting took place in the glass walled office. As soon as the slide appeared, her own meticulously crafted blueprint, she knew. She felt a cold dread spread through her, a sensation like all the air had been sucked out of the room. She was so close to finishing, but suddenly felt so very far away.

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