He paced the cramped apartment, his fingers tangling in his already messy hair. The air felt thick, heavy, as though the walls were closing in. He kept returning to the worn leather-bound book, its pages filled with his father's neat script. "Learn to play the guitar." It seemed a simple enough request, yet the thought filled him with a profound sense of inadequacy. He could barely tune a radio.

His chest constricted; he felt a crushing weight. He kicked at a stray pair of shoes lying by the door, the impact sending a sharp jolt of pain through his foot. He felt a desperate urge to flee, to escape the suffocating presence of the past. He grabbed his keys, muttering to himself, before slamming the door. The sound echoed in the empty hallway.

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