The musty smell of the basement enveloped Sarah as she examined the letter, its edges frayed and yellowed. It was addressed to her first love, a boy she had known during a college semester abroad, a boy she had never seen again. She had written it, filled with a naive belief in forever, but fear held her back.

The weight of the past seemed to press down on her, the silence of the room broken only by the drip of a leaky pipe. She felt a chill, despite the summer heat. The letter's words, brimming with youthful optimism, now felt like a cruel reminder of what hadn’t been, what could never be.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228