The notification buzzed on her phone, a small, insistent vibration against her palm. Maya hesitated before opening it, a sense of dread pooling in her stomach. The message was concise, impersonal, and devastating. She felt a sudden lightness in her head, as if she might float away. She felt her chest constrict, making it hard to take a full breath. The walls of her tiny apartment seemed to be closing in. She sank onto the floor, pulling her knees to her chest, the screen of her phone reflecting the dim light of the room.

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