“No, no, no,” she whispered, the words barely audible, a fragile defense against the onslaught. She reread the report, each line a fresh stab. Her hands shook uncontrollably, the paper rustling like autumn leaves in a gale. A cold sweat erupted on her skin.

She felt a strange sense of unreality, as if she were trapped inside a poorly made film. The faces of her family, the memories she cherished, now seemed filtered through a distorted lens. She wanted to scream, to lash out, to shatter the illusion that had become her life.

She turned away from the computer, searching for a place to hide, a dark corner where the truth couldn’t reach her.

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