He stared at the brittle paper, the words swimming before his eyes. "No…" Michael whispered. His father, a gruff, stoic man, had been a dedicated employee his whole life. This letter, a draft of resignation, shattered that image. He felt a cold dread creeping into his bones.

The letter was scathing, full of resentment, of frustration. His father had apparently been deeply unhappy. He felt a sharp jab of self-doubt. Did he really know his father at all? He ran a hand through his hair, his head aching.

The silence of the room amplified his inner turmoil. He could feel his heart pounding against his ribs, a frantic rhythm. He stood up, pacing the room, the letter a crumpled testament to a life lived in silent conflict. He felt a profound sense of disorientation.

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