The elevator ride felt interminably long, the slow ascent amplifying the internal turmoil brewing within Maria. Her breath was shallow, her heart racing like a trapped bird. Sheโ€™d overheard a conversation in the break room โ€“ a junior associate, newly hired, bragging about her starting salary. It was more than Maria made, even after five years in the role.

She fumbled with her keys as she reached her apartment door, struggling to insert them into the lock. Finally, she managed to get inside, and the relief was small, fleeting. The apartment felt suffocating, even with the windows open.

She dropped her bag onto the floor and wandered into the kitchen, reaching for a bottle of wine. She hadn't wanted this, but the thought of pouring herself a glass of wine brought a moment of clarity. This wasnโ€™t fair.

The feeling was sharp, a sting that radiated outwards. She needed a moment.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229