The ringing in Amelia's ears felt like a physical pressure. Her to-do list was a mile long, and the bills were piling up. She hadn't slept properly in weeks. Her head pounded. The yard sale was a welcome, if temporary, escape from the chaos of her life.

She stumbled upon a box overflowing with forgotten treasures, and within it, a familiar face. Her childhood teddy bear, Charles. He was smaller than she remembered, but the faded ribbon around his neck and the slightly lopsided smile were unmistakable.

A wave of nostalgia hit her, unexpected and potent. The harshness of the present receded for a moment, replaced by the ghost of simpler times. Holding the bear, the pressure in her chest seemed to lessen. A whisper of a smile touched her lips, a brief respite from the relentless demands of her day.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169