The letter felt like a physical weight in Emily's hands. She barely registered the words; it was the implications that hit her like a punch to the gut. She dropped onto the floor, her back against the cool wall, her breathing shallow and ragged.

Her mind raced, a chaotic jumble of thoughts. The potential for higher rent, the endless paperwork, the disruption to her routine… it was too much. Her hands were ice cold. Her heart was racing.

She wanted to scream, to break something, to somehow stop the inevitable. Instead, she just sat there, frozen in place, a single tear tracing a path down her cheek, leaving a trail of silent despair.

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