It was the fifth day of the hammering, and Maya was at her breaking point. She sat at her kitchen table, staring blankly at her open laptop. The screen displayed a half-written email, the words a jumbled mess of half-formed thoughts. The noise was maddening, a constant barrage that made her teeth ache.

She pushed her chair away from the table, needing to move, to do something. The apartment felt like a prison. Every object in her view seemed to press in on her, constricting her. Her breaths became shallow and rapid.

She felt a desperate need to escape, to get away from the sound. She grabbed her keys and ran out the door.

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