The antique floorboards groaned under Agnes's weight as she paced. The realtor’s words, echoing in her mind, felt like a physical blow. *“It’s got a bit of history, charmingly, you know. A small… incident.”* A charming incident? The police reports, now clutched in her trembling hands, painted a different picture: a brutal, unsolved murder. She shivered, though the late afternoon sun warmed the kitchen. The shadows in the corners seemed to lengthen, taking on sinister shapes. Her stomach churned. This was supposed to be her sanctuary, her forever home. Now, every creak of the house, every gust of wind whistling through the ill-fitting windows, felt like a ghostly whisper, a chilling reminder of what had happened here.

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