The invitation to her porch felt like a summons. Evelyn wrung her hands, the skin around her nails a furious red from scrubbing. Sunlight sliced through the kitchen window, illuminating dust motes that danced in the air. She couldn't face Mrs. Henderson yet; her heart hammered against her ribs, a frantic bird trapped in a cage. Why did it have to be *that* tree? The old oak, a sentinel for decades.

She poured a cup of lukewarm tea, the porcelain cup rattling against the saucer. The clatter seemed impossibly loud in the suddenly silent house. Outside, she could see the shadow of the oak stretching long across the lawn, a dark finger pointing towards her. She took a shuddering breath, the tea's bitterness a poor match for the sour knot twisting in her stomach.

The doorbell chimed, a shrill, unwelcome sound. Evelyn closed her eyes. She reached for the doorknob, her hand trembling.

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