"More coffee, dear?" Martha's neighbor, Mrs. Gable, offered. Her smile felt like a physical weight, pressing down on Martha's chest. Martha shook her head, unable to meet the other woman's gaze. The clatter of tools echoed around them, a jarring counterpoint to the polite chatter.

She felt a tremor in her hands as she clutched her teacup. The air felt thick, charged with an unsettling energy. The demolition next door had begun a week ago, and the constant noise had begun to burrow into her soul. She envisioned the walls crumbling, just like her peace of mind.

"It'll be lovely when it's done," Mrs. Gable continued, oblivious. Martha forced a smile, but her throat felt constricted, making it difficult to breathe. Each crashing sound was like a blow, chipping away at her composure. She excused herself, retreating into her house, where she hoped the sounds would somehow subside.

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