The cramped apartment felt stifling. Sweat beaded on Anya’s brow as she stared at the letter. She had been searching for an old photograph, something to remind her of a happier time, and instead, had stumbled upon a painful echo of the past. The letter was addressed to her mother, a woman with whom she had a strained relationship.

The letter’s opening lines were sharp and cutting: *“I can’t bear this anymore.”* Anya sank into a worn armchair. The words were a bitter pill, a reminder of the resentment and unspoken hurts that had simmered for so long. She scanned the rest of the pages, her chest tightening with each sentence.

A sob caught in her throat.

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