"Just a house," she muttered, staring at the listing. But the words were meaningless. It wasn't just a house. It was where she learned to ride a bike, where she skinned her knees, where she celebrated birthdays. The listing's jaunty tone grated on her nerves. The descriptions of "updated features" and "modern charm" felt like insults.

She felt a hollowness in her chest, a sense of having been robbed. She got up from the couch and started to pace. The floorboards creaked under her weight, a rhythm mirroring the rapid beat of her heart. She couldn't focus on anything else.

She opened a window, letting in the cool air, but it did nothing to ease the pressure building inside. The simple act of breathing became difficult. She stared out at the street, a familiar landscape suddenly alien and hostile.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354