"But why now, Mom?" Sarah asked, her voice cracking. The chipped teacup in her hand felt impossibly heavy. The floral pattern blurred as tears threatened to spill. Her mother, her face etched with a weary determination, explained about the need to downsize, the cost of the assisted living facility. The silver tea set, a legacy from her great-grandmother, lay spread out on the table. Each piece held a story, a memory. Sarah remembered her grandmother's hands, so delicate, pouring tea, the comforting clinking of the cups. Now, she felt a burning sensation in her throat, a choked sob fighting to escape.

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