The letter lay open on the kitchen counter, its crisp white surface glaring back at her. Maya kept re-reading the words, her eyes darting back and forth. Her stomach twisted into a knot, so tight it made her feel nauseous.

She slammed the letter down, the sound echoing in the otherwise silent room. She couldn't understand why this was happening. It was just a tree! But it represented so much more. She ran her hands through her hair, yanking at the strands.

She paced the length of the kitchen, stopping every few steps to stare out the window at the offending oak. She felt a burning need to scream, to lash out, to somehow stop the inevitable.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229