The mirror reflected a stranger. Anna barely recognized the face staring back at her. Her eyes were red-rimmed, her cheeks flushed. She tugged at her ponytail, the familiar action failing to ground her. The rejection stung. The months of grueling dance rehearsals, the relentless pressure… all for nothing.

She crossed her arms and then felt an odd wave of heat flow from her chest to her toes. The air seemed thin, difficult to breathe. She was supposed to be preparing for the celebration, but now she just wanted to be invisible. She wanted to crawl into a hole and disappear.

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