Sarah stared at the email, the words blurring before her eyes. The subject line, bold and stark: "Important Announcement Regarding the Future of [Company Name]." Her stomach clenched. A wave of heat washed over her, making her palms slick against the cool glass of her desk. She’d put in eight years here, eight years building a life, a career. Now, what? She felt a sudden, profound hollowness, a yawning emptiness where certainty had once resided.

Her fingers trembled as she clicked the link. The announcement was bland, corporate-speak at its finest, but the message was clear: acquisition. The company she loved, the team she adored, was being sold. She didn't know whether to laugh or cry.

She leaned back in her chair, the leather creaking in protest. A headache began to throb behind her temples. The air in her office felt suddenly thick, suffocating. She needed to get out, to breathe. Grabbing her keys, she fled, leaving behind the sterile comfort of her office, the weight of the news pressing down on her.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229