The house felt too big, the silence too loud. Emily wandered from room to room, the echo of her own footsteps the only sound. The published diary, her innermost thoughts and fears, was like a phantom limb, always there, always aching.

She couldn't eat, couldn't sleep. She picked at a piece of fruit, pushing it around her plate. Her reflection in the window showed a hollow-eyed stranger. Sheโ€™d always been a people-pleaser, eager to gain approval, but now she felt like a failure.

She picked up the phone, wanting to call a friend, but the words caught in her throat. How could she explain the suffocating feeling, the sense of being utterly insignificant? She didn't have the strength.

She felt a desperate need to retreat, to hide from the world. She sank onto the sofa, pulling a blanket around her like a shield. The weight of the world was pressing down on her.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255