The vibrant colors of the yarn, once a source of joy, now felt oppressive. Margaret, a longtime knitter, felt a knot tighten in her stomach as she surveyed the mountain of wool spilling from baskets and shelves. Her daughter, Fiona, had taken up knitting with a fervor that bordered on the fanatical, turning their home into a yarn emporium.

The constant click of needles, the overwhelming scent of lanolin, the never-ending requests for new patterns and supplies were becoming unbearable. She found herself retreating to her bedroom, seeking moments of silence away from the constant reminder of her own abandoned creative passion. She felt the weight of it, the feeling of pressure, a heavy cloak she couldn't seem to shrug off.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264