The tremor in Maria's hands made it difficult to hold her paintbrush steady. She'd been trying to finish the landscape she started, but the thud and bang coming from next door made it impossible to concentrate. She stabbed at the canvas with the brush, smearing the colors. "Blast," she swore under her breath.

She wiped her brow. The heat of the summer sun felt oppressive, and her studio, once a haven of tranquility, now felt like a prison. The idea of the weeks of intrusion ahead, of the constant din, made her stomach churn. Her usual creative flow had evaporated.

She slammed the brush onto the table, the bristles splaying outwards. She felt trapped, suffocated. This was her refuge, her escape. Now the very space that held her art had become something she wanted to run from.

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