A sharp pain throbbed behind Emily's temples. The deadline for the presentation loomed, and the printer was jammed, again. The phone rang, a shrill, unwelcome intrusion. It was her brother, wanting to know if Lily was enjoying her stay. "She's fine," Emily snapped, her voice tight. That wasn't entirely truthful. Lily had begun drawing this odd character, a being of shifting colours with mismatched limbs and an unsettlingly large smile. The creature, named "Sparky" by Lily, looked exactly like the friend Emily had conjured up when she was a little girl, a friend she'd locked away in the forgotten corners of her memory. Emily hung up the phone and slumped down in her chair, the weight of everything pressing against her chest, making it hard to breathe.

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