"This can't be happening," Sarah muttered to herself. Her voice sounded thin, reedy, almost a stranger's. She kept staring at the screen, her eyes darting from word to word as if trying to memorize every terrible detail.

Her shoulders slumped. A heavy weight settled on her chest, making it hard to take a deep breath. She felt the sudden urge to curl up into a ball, to disappear. She rubbed her arms, suddenly chilled.

The house felt too bright, too loud. She needed to leave. She needed to be alone. She reached for her keys, her hand shaking so badly that she dropped them.

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