“Ugh,” groaned Chloe, swiping angrily at the phone screen. Michael Davis. The name itself felt like a physical blow. He'd tormented her relentlessly throughout middle school. Now, here he was, a digital invader. She wanted to scream, to smash the phone against the wall.

Her heart hammered against her ribs, a frantic drumbeat in her chest. She flung herself onto the couch, burying her face in a pillow. Every memory, every cruel word, every moment of humiliation resurfaced, vivid and painful.

She felt a strange disconnect, like she was observing herself from a distance, helpless to control the rising tide of panic. She closed her eyes, wishing she could simply erase the notification, erase the past, erase the feeling of impending doom that had settled upon her like a shroud.

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