The doorbell's insistent ring sliced through the quiet of her afternoon. Clara, mid-sentence in a phone call with her mother, jumped. The call abruptly ended. Annoyed, she opened the door to find a man holding a vase of mixed wildflowers. No note.

She took the flowers without a word. Her head throbbed. She felt a profound sense of pressure, an oppressive stillness around her. Everything felt thick, as if she were moving through molasses. She shut the door.

She stared at the vibrant arrangement, her face blank. She didn’t know who would send something like this, but more importantly, she felt incapable of dealing with it. Her hands began to tremble. Her whole body felt heavy.

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