The news bulletin flashed on the dorm room television, but Maya couldn’t focus on the words. She kept replaying the email in her mind, the impersonal language, the cold facts. Her stomach twisted, a physical manifestation of her unease.

She wandered aimlessly around the room, picking up objects and putting them back down. Her textbooks, her favorite mug, the photos of her friends – everything seemed to mock her. She felt disconnected, as though she were watching her life from outside of herself. She slumped onto her bed, burying her face in the pillow, hoping to muffle the storm raging within 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