The air in the bedroom was thick, heavy. Maria’s breath came in shallow, rapid pants. Her son, Alex, had created a meme account. Sarcastic, edgy, and, worst of all, filled with veiled references to things she didn’t want to know.

Her hands were shaking. She couldn’t keep the tears from spilling. She felt so vulnerable, so exposed. The feeling was a sharp, stinging sensation in her chest.

She felt trapped. She needed to escape. To run far, far away. She pushed herself away from the bed, the blankets tangled and heavy. Every breath felt like a monumental effort. How could she possibly address this breach of trust?

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