He’d always hated Tuesdays, and now, Tuesdays felt like cement blocks in his chest. Mark slammed his locker shut with unnecessary force, the metal echoing down the deserted hallway. The fluorescent lights flickered, adding to the feeling of wrongness that permeated the air. He’d followed her, Anna, for weeks now, building up the courage to say something. To remind her.

He’d finally caught her outside the library, books clutched to her chest. “Anna?” he’d asked, a tremor in his voice. She’d turned, her eyes wide and questioning, and he’d launched into their shared history, the treehouse, the summer camp, the secret code they used.

She’d stared back, her expression blank, her mouth forming a polite, “I’m sorry, I don’t…” The books in her arms seemed to weigh down his own arms, dragging them to the floor.

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