"Dinner's ready, sweetie!" His father’s voice, booming through the house, seemed to ricochet around the cramped space. Amelia flinched. She hadn’t been ‘sweetie’ since she was twelve.

The kitchen table was set with matching plates and silverware, a tableau of domesticity she found suffocating. The roast chicken, her mother’s specialty, smelled delicious, but it did nothing to soothe the tightness in her chest. She picked at her food, barely able to swallow.

Her father launched into a story about his day at the office, her mother chimed in with a tale about a new neighbor. The comfortable rhythm of their conversation was alien to her, a constant reminder of the life she’d failed to build. The silence that followed was even worse.

She excused herself halfway through the meal, her stomach churning, the words she couldn't say catching in her throat, feeling like a heavy ball lodged there.

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